only.txt

$ grep " on only " nips*/*
nips00/0505.txt:Figure 4: A net that predicts the next character in a sequence, based on only the last character. 
nips00/0515.txt:processor that can perform a variety of instructions very quickly, but operates on only 
nips00/0534.txt:If the output neurons can take on only one of two states, then the 
nips00/0534.txt:trained on only one pass through the training data 2 . If the 
nips00/0794.txt:separated is shown in Fig. lb: In this representation unit 13 is turned on only for moves which 
nips01/0040.txt:by asking that the network function match the target function on only a finite set of 
nips01/0107.txt:two units on only 8.3% of runs. In 9 of the 10 training sets, the failure rate of the skele- 
nips01/0712.txt:Since not all synapses need to have this feature, the circuit will be placed on only a limited 
nips02/0168.txt:tree has only two immediate offspring and the splitting decision is based on only one 
nips02/0258.txt:however, significant activity is present on only one axon (a sustained static view), it 
nips02/0566.txt:training on only those that show promise of improving our representation. 
nips03/0619.txt:determined on only a subset of the weights from the "acceptance" unit za: 
nips03/0675.txt:target function (2) depends on only a few of the inputs, MARS is able to use this to 
nips03/0700.txt:mean-squared approximation error based on only the first dimension: 
nips03/1001.txt:tion is stored on only two EEPROMs, an additional 4 transistors m'e needed for 
nips04/0667.txt:network described in Section 2.2. Both of these models have been trained on only 3 
nips05/0131.txt:resources on only the most relevant input dimensions. 
nips05/0196.txt:the intervals are based on only 30 cases. For the correct model with 2 hidden units 
nips05/0236.txt:tion, they are essentially "quantized" to take on only their 0 or I attractor values, 
nips05/0263.txt:The graphs in Figures 2 and 3 were based on only one learning experiment each. 
nips05/0929.txt:one 'on' connection. Subsequently a synaptic connection can be switched on only 
nips06/0671.txt:nodes make their policy decisions based on only local information, this increased 
nips06/0911.txt:3The remaining 6 functions of 2 variables depend on only one or none of the variables. 
nips06/1019.txt:word training and Viterbi alignment on only the excised words from the training conversa- 
nips07/0199.txt:heuristics, the network as exemplified in this paper performs computations based on only 
nips07/0239.txt:machine is optimized on only part of the full pattern space the test error will always 
nips07/0561.txt:factors, any one input feature always depends on only one such factor (see Figure 
nips08/0183.txt:is now obtained by training on only (1 - 7)m examples, which implies that we will only 
nips08/0458.txt:regularizer developed depends on only the network parameters, and can easily be 
nips08/0654.txt:order features consisting of functions operating on only a limited number of the 
nips08/0903.txt:comparing the pointing recognition based on only one of the camera images, indicate 
nips08/1038.txt:finally 12 tilings depended each on only one dimension (3 tilings for each dimension). This 
nips10/0273.txt:values may depend on only a few, possibly erroneous, observations with large values 
nips11/0017.txt:Despite the fact that mental arithmetic is based on only a few hun- 
nips11/0473.txt:sparse coding the energy of the signal is concentrated on only a few components, 
nips11/0620.txt:y, not withstanding the fact that in our training set the Yi take on only values 0 or 1. Letting 
nips11/0641.txt:branch point the target path lies on only one of the Q branches and there are Q - 1 
nips12/0024.txt:forcements on only 1/S trials. Changing $ does not change the effective I/T when 
nips12/0547.txt:two-class classifiers from a training set of N classes, each classifier being trained on only 

$ grep " on only " nips*/* | wc
      39     569    3898

$ grep " only on " nips*/*
nips00/0009.txt:change synaptic connection strengths asynchronously and are based only on information 
nips00/0009.txt:take place based only on the interaction of neurons. Search is a necessary part of any learning 
nips00/0052.txt:has performed surprisingly well not only on the training set but on 
nips00/0223.txt:one, so the search takes place in the interior of a hypercube rather than only on its 
nips00/0301.txt:input position, and depends only on the output position u. The 
nips00/0474.txt:of -- is irrelevant with respect to convergence rates; convergence rate depends only on the diago- 
nips00/0584.txt:The dynamics of each phasor depends only on its local field 
nips00/0592.txt:In this example, each 3-bit output subsequence, vi, of V depends only on three 
nips00/0642.txt:only negative weight reinforcement is applied, and then only on failure. Simulation 
nips00/0652.txt:of a ghost depends not only on the state of the memory but also on its history. 
nips00/0715.txt:the amplitude of the post-synaptic potential (PSP), depends not only on the strength of the 
nips00/0750.txt:depends not only on the current input but also on those preceding or following it as 
nips01/0160.txt:trained only on border patterns generalizes substantially better than one trained 
nips01/0215.txt:performed only on the connections between these 16 (= 2 X 8) units in hidden layer 1 and 
nips01/0375.txt:depending only on eye of origin and distance across cortex. Our model gives a 
nips01/0602.txt:the beginning of simulation. They depend only on hc weights into the unit, and the 
nips02/0036.txt:which, based only on the spike train, must estimate properties of an unknown time- 
nips02/0100.txt:increasing the gain only on the response unit does not affect the performance of the 
nips02/0133.txt:densities depend only on the relative separation of post-synaptic and pre-synaptic 
nips02/0218.txt:duces phonetic features and receives supervision only on the steady parts of 
nips02/0240.txt:to be independent of input position, and the second order weights to depend only on the 
nips02/0316.txt:series of desired velocities was also improved. This paper will report only on the 
nips02/0324.txt:depends only on the dynamics of the controlled system and not on the closed-loop 
nips02/0324.txt:The function that must be modeled depends not only on properties of the controlled 
nips02/0364.txt:in the ways listed above. Note that the parser was trained only on well-formed sentences. 
nips02/0516.txt:be flipped is completely blind and relies only on the single bit of information about 
nips02/0550.txt:the selection of a candidate output vector depends only on the slot of the table 
nips02/0550.txt:corresponding to the given input. The learning speed of Tref depends only on the 
nips02/0614.txt:describe all of the pixels in the image. Tlds selection of features is based only on an 
nips02/0622.txt:ditions were identical for the MLP and CART. We concentrated only on performance 
nips02/0719.txt:Ro(o) becomes a function that depends only on 8, and when 8 represents a vector 
nips03/0098.txt:depends only on the inputs I i. For I i = 0, this attractor is the origin, i.e. all neurons at 
nips03/0183.txt:to zero, because the probability of a mistake depends only on Ot- Or, and because of 
nips03/0255.txt:straint filters (both syntactic and semantic) that operate only on locally available 
nips03/0377.txt:expansion of P{GII} depends only on a filtered version of the rod currents, 
nips03/0377.txt:which depends only on [}e signal and noise properties of the rod cell, and a "sec- 
nips03/0377.txt:cal analysis presented liere depends only on low SNR. This observation suggests a 
nips03/0500.txt:network focusses only on those parts of the environmental dynamics with which 
nips03/0605.txt:That is, the fact that the network is trained only on prediction does not limit it 
nips03/0825.txt:if f(zi,... ,z,) depends only on -]i"-- zi; examples of symmetric functions are 
nips03/0897.txt:choose. All our results will then depend only on the fact that we can calculate the 
nips03/0946.txt:where B(n) is a constant which depends only on n. We use this result as a yardstick 
nips03/0946.txt:where A(s, n) and B(s, n) are positive constants depending only on s and n. 
nips04/0043.txt:the NMDA conductance change depends not only on time but also on the post- 
nips04/0075.txt:orientation. Burst frequency (BPS) depends only on spike rate, regardless of the 
nips04/0117.txt:to eq. (7) only on rn t, and the time evolution of Pt(m) can be described by the 
nips04/0167.txt:pendent of previous outputs and depends only on the current state, we may separate 
nips04/0209.txt:trained only on grammatical input and still produced a degree of noise tolerance for free. 
nips04/0291.txt:efficiency by focusing on every input instead of focusing only on relevant inputs. 
nips04/0309.txt:failed only on strings of the form (10)'010, none of which were included in the 
nips04/0412.txt:direction of the evoked eye movement depends only on the retinotopic position of 
nips04/0412.txt:why McIlwain [9] observed eye movements in directions that depended only on the 
nips04/0436.txt:intrinsic meaning, the response of a unit should depend only on the relative phases. 
nips04/0512.txt:model is trained only on instances of that digit. After each pass through all those 
nips04/0698.txt:based method. As both CART and C4.5 operate only on an output category, 
nips04/0781.txt:function selected depends not only on the class of Connect, but also on the classes of 
nips04/0855.txt:parameters depending only on the concept class .. In doing so, we form the link 
nips04/0920.txt:Since/(T) depends only on 'y which, in turn, is defined in terms of the probability measure, 
nips04/0920.txt:Again this depends only on 'y and so is distribution independent and we can say that: 
nips04/1141.txt:not only on synthetic mapping examples, but also on speech data. In the 
nips05/0147.txt:The solution w of this problem depends only on those patterns which are on the 
nips05/0204.txt:Neural networks are usually trained from scratch, relying only on the training data 
nips05/0311.txt:manipulation task. However, for simplicity, the criterion is defined based only on the static 
nips05/0385.txt:eman and Geman, 1984], that pixels values are conditional only on their nearest 
nips05/0433.txt:depending only on coordinates (x, y) in the image plane and on the "focal length" f (Heeger 
nips05/0451.txt:ing only on the sign of Oœ/Ocoi. We formulated this alternative update rule because 
nips05/0539.txt:corrupted samples of f. Our goal is to make a guess for w, basing that guess only on L. Now 
nips05/0599.txt:Proof of Theorem 2. Up to an additive constant dependent only on  and ct 2, 
nips05/0649.txt:specificity, including biphone (conditioned only on the phone immediately to the left 
nips05/0682.txt:have two separate nets, one trained only on males, and the other trained only on females. 
nips05/0723.txt:ognizers trained only on valid characters usually perform poorly on such a task. 
nips05/0731.txt:bottom neighboring state, but only on the subset ¾, to which (k,/) belongs. 
nips05/0945.txt:distributed exponentially and their number in each frame, n, depends only on the 
nips06/0083.txt:indicating the overall error of a particular trajectory and usually depends only on 
nips06/0112.txt:not only on the difficulty of the measured modality but also on that of the other "labeling" 
nips06/0120.txt:bility  defined in (5) measured only on the observed dimensions of xi, and 
nips06/0144.txt:presence of noise or uncontrollable modes. The sensory mapping G depends only on 
nips06/0391.txt:training examples [5, 6, 7, 8]. The first version depends only on the sample size, 
nips06/0407.txt:might be performed only on average, and then maybe only for small enough learning 
nips06/0574.txt:relies only on the initial 2 msec or so of the stimulus. For most salient frequencies, 
nips06/0590.txt:a priori. The probability of Sj, conditioned only on H and the data, is obtained 
nips06/0679.txt:covariances entirely and rely only on individual weight variances, whose computa- 
nips06/0711.txt:lution only on critical areas. Many simulated problems have been 
nips06/0727.txt:the via-points of the handwritten character, based only on the same minimization 
nips06/0753.txt:network trained only on horizontal training set 2. 
nips06/0937.txt:criterion, in comparison to training based only on the errors performed at the char- 
nips06/0969.txt:Laplacian; C2((c 2 - (s 2) is a constant depending only on the widths of the 
nips06/1077.txt:depended only on the velocity of the hand, e.g., F = B, as shown in Fig. 2A, 
nips06/1101.txt:ond phase. The first phase involves training the network only on a subset of the possible 
nips07/0109.txt:nections, and concentrate only on the self-organization of the afferent synapses to the cor- 
nips07/0109.txt:burg 1973) have concentrated only on forming ordered topographic maps where clusters of 
nips07/0149.txt:ical manner tends to concentrate only on one or two of all the memory patterns 
nips07/0183.txt:O(1) tests and rational functions of degree O(1) that depend only on O(1) of the 
nips07/0207.txt:what we believe to be a much simpler method for calculating G, based only on 
nips07/0271.txt:these transition rates depend only on the current state of the network and not on 
nips07/0295.txt:identically. Note that the bias term depends only on single estimator properties 
nips07/0295.txt:bias term depends only on single estimator properties. The variance term, however, 
nips07/0345.txt: For simplicity we assume that this distribution depends only on the current state. The 
nips07/0369.txt:fitter is trained only on these values, which we assume it is capable of fitting. 
nips07/0401.txt:actor is provided with more discriminating feedback, based not only on the TD 
nips07/0585.txt:prototypes. Since L(xi, w) depends only on the closest prototype to pattern xi, all 
nips07/0593.txt:but only on the x values sampled. Thus if the learner is to collect n data points, 
nips07/0625.txt:any way since the adaptations in NG are based only on distance in input space and 
nips07/0657.txt:A - 1. A net learning just T gets information about F only on training patterns 
nips07/0933.txt:rule which depends only on the observed probabilities qij and priors Pij: 
nips08/0017.txt:network was trained and tested only on the first 4 characters in each word and in 
nips08/0103.txt:in a short interval At << r depends only on Av and At, 
nips08/0204.txt:dichotomies on A be obtained from .*. We define these dichotomies only on "rect- 
nips08/0253.txt:ther indicate that for N --> c the macroscopic evolution usually depends only on 
nips08/0281.txt:depends only on the firing rate, and is never negative. The first correction is positive 
nips08/0372.txt:case I/V need be positive definite only on the set {-1, 0, 1) n. 
nips08/0381.txt:subsets of Zo,,, we next show that if the estimators depend only on the size of each subset 
nips08/0486.txt:time t is dependent not only on the state at time t, but also on the state at time 
nips08/0654.txt:and distribution D that has nonzero weight only on instances in $, the following 
nips08/0764.txt:In HMMs, each sequence element is assumed to depend only on its corresponding state: 
nips08/0764.txt:tions made in the model. In particular, the fact that emission probabilities depend only on 
nips08/0823.txt:information. The third classifier attempts to classify facial actions based only on the 
nips08/0882.txt:values only on the categorical variables, and 170 items contain missing values on 
nips08/0882.txt:significant reduction of individual performance only on the cancer task (16 %). The 
nips08/0910.txt:the overall morphology of the energy spectrum and not only on the basis of the 
nips08/0938.txt:The classifier is trained only on individual partial characters instead of all possible 
nips08/0945.txt:pends not only on the current Q-values but also on the recovery rates. In terms of 
nips08/0952.txt:In the MDP-literature, the return often depends only on the current state i, but the 
nips08/1017.txt:and speed. For example, a stopped car causes activation only on the unit 
nips08/1038.txt:depended only on 3 dimensions (3 tilings for each of the four sets of 3 dimensions). 12 others 
nips08/1038.txt:depended only on two dimensions (2 tilings for each of the 6 sets of two dimensions. And 
nips08/1052.txt:distribution which depends only on xt and at. Meanwhile, the agent experiences a 
nips08/1052.txt:real-valued cost ct, chosen from a distribution which also depends only on xt and 
nips09/0041.txt:support and not only on the center pixel; since there are several filters one expects 
nips09/0097.txt:neuronl rray depends only on the initial input. Therefore, like ML, the network 
nips09/0204.txt:ments of X conditioned on the label) depends only on the prior and on observations 
nips09/0211.txt:of gates in N nor on the parameters e, 5, but only on the number of layers of the 
nips09/0225.txt:depends only on the so called internal fields A = 
nips09/0225.txt:depends only on known quantities. 
nips09/0260.txt:solution are independent of r/and depend only on r 2 and K. The coordinates of 
nips09/0375.txt:bias are reduced by the fact that VSV (and hence RS) was trained only on shifted 
nips09/0389.txt:formance of this net is evaluated only on the output Fi(A,B) and early stopping 
nips09/0389.txt:Are some features more useful as outputs than as inputs only on contrived problems? 
nips09/0403.txt:subclasses of TDNN, those with delays only on the inputs (IDNN), 
nips09/0424.txt:pendent only on the structure of the parameters. Because of this, PBIL performs 
nips09/0466.txt:The last term depends only on the network outputs and can thus be calculated. 
nips09/0501.txt:a given nonterminal is dependent only on the same decision variable at the same 
nips09/0529.txt:ability of an individual state Si depends only on its parents. This probability is 
nips09/0550.txt:the MAP estimate of 0 based only on the jth imputed training set. A more subtle approach 
nips09/0599.txt:idea is proposed and theoretically motivated. Relying only on gra- 
nips09/0634.txt:networks trained only on the input-output examples. Figure 1 shows test error and 
nips09/0641.txt:depends only on the number of states, regardless of the dimension of the output vector M 
nips09/0641.txt:possible since the state probabilities depend only on the transition probabilities and not on the output 
nips09/0648.txt:able modifications which train only on a small random sample of the N sequences 
nips09/0852.txt:depends only on the relative angle 8 between units. 
nips09/0932.txt:tions have been successful only on simple traffic models [Gue91 ], or they are so conserva- 
nips09/0953.txt:on the decision sequence u. The energy cost in an interval depends only on the 
nips09/0974.txt:factor which depends only on the time to next event are independent of the choice 
nips09/1054.txt:of a state based not only on the terminal payoff but also on the the estimated 
nips10/0066.txt:not only on its input but its internal state (the state of the clean-up net), one cannot design 
nips10/0103.txt:Hs, depends only on the power spectrum of s'(t); second and more importantly, 
nips10/0145.txt:cells in the hippocampus respond only on the basis of the rat's current location. 
nips10/0166.txt:a representation of the logarithm of feature times. The time delays are only on the scale 
nips10/0173.txt:nator represents a divisive inhibitory term which depends not only on the activity 
nips10/0194.txt:change only on the slow time scales of learning. In fact, however, synapses 
nips10/0252.txt:A Boolean function f is symmetric if its value depends only on the number of ones 
nips10/0308.txt:predictors to be based only on a finite lag vector of size d. Ultimately, in order to achieve 
nips10/0322.txt:where F -- {Fi} depends only on the student activations and the teacher's output, 
nips10/0350.txt:The coupling Aij between xi and xj depends only on the separation Oi -Oj between 
nips10/0357.txt:weights, but only on the overlap parameters Qtt, = -wtWwt ' and Rtm= N "t --m 
nips10/0395.txt:For clarity, we concentrate only on the first term in (11), as the calculation of the 
nips10/0647.txt:generalization error (equation 1) depends only on the margin distribution and on the VC- 
nips10/0689.txt:development, we assume that individual levels are conditionally dependent only on 
nips10/0689.txt:MAP update decision depends only on the label configurations residing on levels 
nips10/0735.txt:Considering the fact that our method is based only on the recording of a single 
nips10/0756.txt:stationarity. Blind source separation (BSS) techniques typically rely only on source 
nips10/0756.txt:devise algorithms that adapt much faster than algorithms that rely only on weak 
nips10/0901.txt:total probability of error depends only on the SNR and is given by (Van Trees, 1968): 
nips10/0957.txt:Second, the algorithms must base their output only on information from previ- 
nips10/0985.txt:mount depends stochastically only on the occurrence or non-occurrence of rain in the 
nips10/0992.txt:parameter, which depends only on the learning rate r/. Whereas pattern-by-pattern learning 
nips10/1050.txt:distribution that depends only on states visited at or before time t. The weight wt is a 
nips10/1050.txt:only necessary constraint is that the weights depend only on previously visited states. In 
nips11/0003.txt:we examine two adaptive control architectures, one based only on 
nips11/0003.txt:that relies only on the inverse model fails to produce the kinematic 
nips11/0031.txt:probabilities because they are computed before the movement execution based only on 
nips11/0052.txt:performance depends only on the regularity of the configurations. In the next set of simu- 
nips11/0323.txt:can present y that depends only on bx,..., bm and x0 that depends only on j 
nips11/0330.txt:the algorithm only on the SVs, leading to the same solution (Sch61kopf et al., 1995). In 
nips11/0361.txt:choose to introduce a dependence of the ith source of layer n only on the ith output 
nips11/0368.txt:a support vector machine because the solution depends only on the points (called 
nips11/0396.txt:variables at time t depend only on state variables at time t. We use T to denote the transition 
nips11/0417.txt:Note that P(S = k I D) and C(D, L) depend only on k ø and N and does not depend on the 
nips11/0515.txt:invariant, the correlations Cf depend only on the relative distance between spins 
nips11/0550.txt:replicator algorithm (5) was tested only on 10 pairs, instead of 100. 
nips11/0599.txt:Yxea: P(wm[X; 0 (t)) logamp(xlwm; Ore) and depends only on am and Om. Let O* 
nips11/0641.txt:depends only on the relative positions of xi+l and xi. In other words, Pg(xi+ Ixi) - 
nips11/0744.txt:state depends only on the immediately preceding state. Furthermore, while HMMs are 
nips11/0751.txt:is Markovian because the evolution of Pi depends only on quantities available at 
nips11/0761.txt:phase factor depends only on the set of filters chosen and is independent of the true 
nips11/0889.txt:when the accounts were attacked by fraud, but only on per-account basis if an account was 
nips11/0903.txt:Rollouts were tested only on applu rather than on the entire SPEC95 benchmark suite due 
nips11/0903.txt:and reward depend only on the preceding state and action, but they may depend on it in a 
nips11/0996.txt:this reflected as a factor in our bounds that depends only on rr; a separate factor 
nips11/0996.txt:depending only on the learning algorithm will in turn reflect how efficiently a partic- 
nips11/0996.txt:factor that depends only on the algorithm, and another factor that depends only on 
nips11/1066.txt:history sequence; in Markov options 7r and/3 depend only on the current state. Semi-Markov 
nips11/1073.txt:chooses actions from a set  State transitions depend only on the current state s and the 
nips12/0052.txt:creases [15] and the dependence of learned state trajectories not only on the training 
nips12/0293.txt:pends only on how many of the other hyperplanes H2,... , H, are above H at this point z. 
nips12/0342.txt:differ from fi only on a small domain 2C , i.e. filx\x' = fJlx\x'. Since this new set of 
nips12/0400.txt:output connections (still following the rules of ordering which allow 7i to depend only on 
nips12/0421.txt:ement (say (xi,yi)), constructing the regression function only on the basis of the 
nips12/0435.txt:For many problems, the correct behavior of a model depends not only on 
nips12/0547.txt:Theorem 2 substantiates this by showing that the appropriate bound depends only on the 
nips12/0547.txt:ing each/j-node only on the subset of training points labeled by i or j. The final class 
nips12/0554.txt:Notice, that the conditional posterior for a depends only on number of observations, n, and 
nips12/0554.txt:all other classes depends only on a and n. Notice how the analytical tractability of the 
nips12/0561.txt:optimized only on a fixed interval [0, 1]. 
nips12/0589.txt:is assumed to depend only on the output found at t and not on any other 
nips12/0631.txt:Note that H(I) is dependent only on the ratio of the hyperparameters (i.e., on 
nips12/0645.txt:here) operate only on small subsets of potential VLMMs. On data sets with a rather shallow 
nips12/0652.txt:generalisation, and which furthermore results in a sparse model dependent only on 
nips12/0710.txt:additional inputs are necessary because the control actions depends not only on the location 
nips12/0754.txt:tween repeated trials is possible since inference is based only on single 
nips12/0761.txt:trained only on these band-passed sounds. 
nips12/0775.txt:feasibly be separated based only on second order statistics when using 
nips12/0782.txt:any time step and the next state depends only on the current state. LDSs, on the other hand, 
nips12/0782.txt:are highly nonlinear, many to one and not smooth. Furthermore, they rely only on well 
nips12/0935.txt:The cost savings will depend not only on the discriminative ability of the predictor, 
nips12/0963.txt:We assume that the feature distribution of an object depends only on its own class, i.e., 
nips12/0987.txt:because the total computation depends not only on the data size, but also on the 
nips12/1001.txt:that depend only on some measure of the complexity of 7-/(such as VC dimension [9]), but 
nips12/1001.txt:supervised learning -- bounds for arbitrary, infinite strategy classes that depend only on 
nips12/1022.txt:that depend only on certain aspects of the state. In particular, in POMDPs, we can restrict 
nips12/1022.txt:attention to policies that depend only on the observables. This restriction results in a sub- 
nips12/1043.txt:The final position of the robot depends only on the motion command t and can be identified 
nips12/1050.txt:the variable at time t, denoted s t, is dependent only on the state at the previous time step and 

$ grep " only on " nips*/* | wc
     233    3357   23156