文件名称：2014年International Conference on Machine Learning(ICML)论文
文件大小：46.33MB
文件格式：RAR
更新时间：2017-06-03 13:48:35
icml 机器学习 会议 2014
2014年icml国际机器学习大会文章,85篇。
【文件预览】：
2014
----Unimodal Bandits- Regret Lower Bounds and Optimal Algorithms.pdf(279KB)
----Memory Efficient Kernel Approximation.pdf(426KB)
----Covering Number for Efficient Heuristic-based POMDP Planning.pdf(341KB)
----Agnostic Bayesian Learning of Ensembles.pdf(314KB)
----Tracking Adversarial Targets.pdf(340KB)
----Bias in Natural Actor-Critic Algorithms.pdf(376KB)
----Densifying One Permutation Hashing via Rotation for Fast Near Neighbor Search.pdf(199KB)
----Nuclear Norm Minimization via Active Subspace Selection.pdf(306KB)
----Buffer k-d Trees_ Processing Massive Nearest Neighbor Queries on GPUs.pdf(445KB)
----Learning Graphs with a Few Hubs.pdf(396KB)
----Efficient Continuous-Time Markov Chain Estimation(1).pdf(893KB)
----Efficient Approximation of Cross-Validation for Kernel Methods using Bouligand Influence Function.pdf(175KB)
----Provable Bounds for Learning Some Deep Representations.pdf(338KB)
----A Discriminative Latent Variable Model for Online Clustering.pdf(338KB)
----Austerity in MCMC Land-Cutting the Metropolis-Hastings Budget.pdf(2.36MB)
----Deterministic Policy Gradient Algorithms.pdf(336KB)
----Margins, Kernels and Non-linear Smoothed Perceptrons.pdf(213KB)
----Hamiltonian Monte Carlo Without Detailed Balance.pdf(448KB)
----Kernel Mean Estimation and Stein Effect.pdf(208KB)
----An Efficient Approach for Assessing Hyperparameter Importance.pdf(570KB)
----DeCAF- A Deep Convolutional Activation Feature for Generic Visual Recognition.pdf(3.64MB)
----Large-Margin Metric Learning for Constrained Partitioning Problems.pdf(595KB)
----Latent Bandits.pdf(472KB)
----Fast Allocation of Gaussian Process Experts.pdf(715KB)
----Modeling Correlated Arrival Events with Latent Semi-Markov Processes.pdf(370KB)
----Boosting with Online Binary Learners for the Multiclass Bandit Problem.pdf(288KB)
----Quasi-Monte Carlo Feature Maps for Shift-Invariant Kernels.pdf(499KB)
----Max-Margin Infinite Hidden Markov Models.pdf(390KB)
----Maximum Mean Discrepancy for Class Ratio Estimation- Convergence Bounds and Kernel Selection.pdf(534KB)
----Condensed Filter Tree for Cost-Sensitive Multi-Label Classification.pdf(346KB)
----A Divide-and-Conquer Solver for Kernel Support Vector Machines.pdf(327KB)
----Bayesian Nonparametric Multilevel Clustering with Group-Level Contexts.pdf(474KB)
----Towards Minimax Online Learning with Unknown Time Horizon.pdf(488KB)
----Narrowing the Gap- Random Forests In Theory and In Practice.pdf(465KB)
----Wasserstein Propagation for Semi-Supervised Learning.pdf(4.72MB)
----Spherical Hamiltonian Monte Carlo for Constrained Target Distributions.pdf(496KB)
----Demystifying Information-Theoretic Clustering.pdf(1.41MB)
----Boosting multi-step autoregressive forecasts.pdf(377KB)
----Deep Supervised and Convolutional Generative Stochastic Network for Protein Secondary Structure Prediction.pdf(456KB)
----Scaling Up Approximate Value Iteration with Options-Better Policies with Fewer Iterations(580KB)
----Filtering with Abstract Particles.pdf(574KB)
----A Deep and Tractable Density Estimator.pdf(619KB)
----True Online TD(lambda).pdf(381KB)
----Thompson Sampling for Complex Online Problems.pdf(3.17MB)
----Accelerated Proximal Stochastic Dual Coordinate Ascent for Regularized Loss Minimization.pdf(284KB)
----Coherent Matrix Completion.pdf(2.6MB)
----Asymptotically consistent estimation of the number of change points in highly dependent time series.pdf(339KB)
----Active Detection via Adaptive Submodularity.pdf(2.31MB)
----Computing Parametric Ranking Models via Rank-Breaking.pdf(426KB)
----Learning Theory and Algorithms for revenue optimization in second price auctions with reserve.pdf(471KB)
----Optimal Budget Allocation- Theoretical Guarantee and Efficient Algorithm.pdf(290KB)
----Understanding the Limiting Factors of Topic Modeling via Posterior Contraction Analysis.pdf(544KB)
----Online Learning in Markov Decision Processes with Changing Cost Sequences.pdf(407KB)
----Towards an optimal stochastic alternating direction method of multipliers.pdf(214KB)
----The Inverse Regression Topic Model.pdf(454KB)
----Factorized Point Process Intensities- A Spatial Analysis of Professional Basketball.pdf(984KB)
----Discriminative Features via Generalized Eigenvectors.pdf(327KB)
----A Consistent Histogram Estimator for Exchangeable Graph Models.pdf(1.04MB)
----Von Mises-Fisher Clustering Models.pdf(429KB)
----Convergence rates for persistence diagram estimation in Topological Data Analysis.pdf(544KB)
----Fast Stochastic Alternating Direction Method of Multipliers.pdf(2.49MB)
----Generalized Exponential Concentration Inequality for Renyi Divergence Estimation.pdf(349KB)
----Robust RegBayes- Selectively Incorporating First-Order Logic Domain Knowledge into Bayesian Models.pdf(556KB)
----Latent Variable Copula Inference for Bundle Pricing from Retail Transaction Data.pdf(391KB)
----Making the Most of Bag of Words- Sentence Regularization with Alternating Direction Method of Multipliers.pdf(245KB)
----Forward-Backward Greedy Algorithms for General Convex Smooth Functions over A Cardinality Constraint.pdf(405KB)
----Learning Sum-Product Networks with Direct and Indirect Variable Interactions.pdf(420KB)
----Prediction with Limited Advice and Multiarmed Bandits with Paid Observations.pdf(256KB)
----(Near) Dimension Independent Risk Bounds for Differentially Private Learning.pdf(228KB)
----A Statistical Perspective on Algorithmic Leveraging.pdf(354KB)
----A Statistical Convergence Perspective of Algorithms for Rank Aggregation from Pairwise Data.pdf(462KB)
----Online Bayesian Passive-Aggressive Learning.pdf(576KB)
----On Modelling Non-linear Topical Dependencies.pdf(263KB)
----Low-density Parity Constraints for Hashing-Based Discrete Integration.pdf(384KB)
----Towards scaling up Markov chain Monte Carlo- an adaptive subsampling approach.pdf(1.22MB)
----Dimension-free Concentration Bounds on Hankel Matrices for Spectral Learning.pdf(353KB)
----Large-scale Multi-label Learning with Missing Labels.pdf(479KB)
----An Adaptive Accelerated Proximal Gradient Method and its Homotopy Continuation for Sparse Optimization.pdf(329KB)
----Efficient Continuous-Time Markov Chain Estimation.pdf(893KB)
----The Coherent Loss Function for Classification.pdf(148KB)
----Stochastic Dual Coordinate Ascent with Alternating Direction Method of Multipliers.pdf(278KB)
----Diagnosis determination- decision trees optimizing simultaneously worst and expected testing cost.pdf(502KB)
----On Measure Concentration of Random Maximum A-Posteriori Perturbations.pdf(370KB)
----Admixture of Poisson MRFs- A Topic Model with Word Dependencies.pdf(357KB)
----Recurrent Convolutional Neural Networks for Scene Labeling.pdf(1.78MB)