The FacetedDBLP logo    Search for: in:

Disable automatic phrases ?     Syntactic query expansion: ?

Publications at "COLT"( http://dblp.L3S.de/Venues/COLT )

URL (DBLP): http://dblp.uni-trier.de/db/conf/colt

Publication years (Num. hits)
1988 (32) 1989 (27) 1990 (37) 1991 (36) 1992 (49) 1993 (56) 1994 (40) 1995 (57) 1996 (38) 1997 (36) 1998 (33) 1999 (37) 2000 (35) 2002 (28) 2003 (61) 2004 (47) 2005 (49) 2006 (49) 2007 (49) 2008 (52) 2009 (45) 2010 (49) 2011 (44) 2012 (52) 2013 (52) 2014 (62) 2015 (78) 2016 (71) 2017 (77) 2018 (95)
Publication types (Num. hits)
inproceedings(1444) proceedings(29)
Venues (Conferences, Journals, ...)
COLT(1473)
GrowBag graphs for keyword ? (Num. hits/coverage)

Group by:
The graphs summarize 24 occurrences of 24 keywords

Results
Found 1473 publication records. Showing 1473 according to the selection in the facets
Hits ? Authors Title Venue Year Link Author keywords
1Zalan Borsos, Andreas Krause 0001, Kfir Y. Levy Online Variance Reduction for Stochastic Optimization. Search on Bibsonomy COLT The full citation details ... 2018 DBLP  BibTeX  RDF
1Sanjeev Arora, Wei Hu, Pravesh K. Kothari An Analysis of the t-SNE Algorithm for Data Visualization. Search on Bibsonomy COLT The full citation details ... 2018 DBLP  BibTeX  RDF
1Max Simchowitz, Horia Mania, Stephen Tu, Michael I. Jordan, Benjamin Recht Learning Without Mixing: Towards A Sharp Analysis of Linear System Identification. Search on Bibsonomy COLT The full citation details ... 2018 DBLP  BibTeX  RDF
1Dylan J. Foster, Alexander Rakhlin, Karthik Sridharan Online Learning: Sufficient Statistics and the Burkholder Method. Search on Bibsonomy COLT The full citation details ... 2018 DBLP  BibTeX  RDF
1Arnab Bhattacharyya 0001, Suprovat Ghoshal, Rishi Saket Hardness of Learning Noisy Halfspaces using Polynomial Thresholds. Search on Bibsonomy COLT The full citation details ... 2018 DBLP  BibTeX  RDF
1John C. Duchi, Feng Ruan, Chulhee Yun Minimax Bounds on Stochastic Batched Convex Optimization. Search on Bibsonomy COLT The full citation details ... 2018 DBLP  BibTeX  RDF
1Thodoris Lykouris, Karthik Sridharan, Éva Tardos Small-loss bounds for online learning with partial information. Search on Bibsonomy COLT The full citation details ... 2018 DBLP  BibTeX  RDF
1Chen-Yu Wei, Haipeng Luo More Adaptive Algorithms for Adversarial Bandits. Search on Bibsonomy COLT The full citation details ... 2018 DBLP  BibTeX  RDF
1Raaz Dwivedi, Yuansi Chen, Martin J. Wainwright, Bin Yu 0001 Log-concave sampling: Metropolis-Hastings algorithms are fast! Search on Bibsonomy COLT The full citation details ... 2018 DBLP  BibTeX  RDF
1Paul Hand, Vladislav Voroninski Global Guarantees for Enforcing Deep Generative Priors by Empirical Risk. Search on Bibsonomy COLT The full citation details ... 2018 DBLP  BibTeX  RDF
1Gal Dalal, Gugan Thoppe, Balázs Szörényi, Shie Mannor Finite Sample Analysis of Two-Timescale Stochastic Approximation with Applications to Reinforcement Learning. Search on Bibsonomy COLT The full citation details ... 2018 DBLP  BibTeX  RDF
1Naman Agarwal, Elad Hazan Lower Bounds for Higher-Order Convex Optimization. Search on Bibsonomy COLT The full citation details ... 2018 DBLP  BibTeX  RDF
1Mikhail Belkin Approximation beats concentration? An approximation view on inference with smooth radial kernels. Search on Bibsonomy COLT The full citation details ... 2018 DBLP  BibTeX  RDF
1Oliver Hinder Cutting plane methods can be extended into nonconvex optimization. Search on Bibsonomy COLT The full citation details ... 2018 DBLP  BibTeX  RDF
1Nan Jiang, Alekh Agarwal Open Problem: The Dependence of Sample Complexity Lower Bounds on Planning Horizon. Search on Bibsonomy COLT The full citation details ... 2018 DBLP  BibTeX  RDF
1Andreas Maurer, Massimiliano Pontil Empirical bounds for functions with weak interactions. Search on Bibsonomy COLT The full citation details ... 2018 DBLP  BibTeX  RDF
1Steve Hanneke, Adam Tauman Kalai, Gautam Kamath, Christos Tzamos Actively Avoiding Nonsense in Generative Models. Search on Bibsonomy COLT The full citation details ... 2018 DBLP  BibTeX  RDF
1Yuval Dagan, Ohad Shamir Detecting Correlations with Little Memory and Communication. Search on Bibsonomy COLT The full citation details ... 2018 DBLP  BibTeX  RDF
1Johannes Kirschner, Andreas Krause 0001 Information Directed Sampling and Bandits with Heteroscedastic Noise. Search on Bibsonomy COLT The full citation details ... 2018 DBLP  BibTeX  RDF
1Elad Hazan, Roi Livni Open problem: Improper learning of mixtures of Gaussians. Search on Bibsonomy COLT The full citation details ... 2018 DBLP  BibTeX  RDF
1Belinda Tzen, Tengyuan Liang, Maxim Raginsky Local Optimality and Generalization Guarantees for the Langevin Algorithm via Empirical Metastability. Search on Bibsonomy COLT The full citation details ... 2018 DBLP  BibTeX  RDF
1Dylan J. Foster, Satyen Kale, Haipeng Luo, Mehryar Mohri, Karthik Sridharan Logistic Regression: The Importance of Being Improper. Search on Bibsonomy COLT The full citation details ... 2018 DBLP  BibTeX  RDF
1Xiang Cheng, Niladri S. Chatterji, Peter L. Bartlett, Michael I. Jordan Underdamped Langevin MCMC: A non-asymptotic analysis. Search on Bibsonomy COLT The full citation details ... 2018 DBLP  BibTeX  RDF
1Guy Bresler, Dheeraj Nagaraj Optimal Single Sample Tests for Structured versus Unstructured Network Data. Search on Bibsonomy COLT The full citation details ... 2018 DBLP  BibTeX  RDF
1Sébastien Bubeck, Philippe Rigollet Conference on Learning Theory 2018: Preface. Search on Bibsonomy COLT The full citation details ... 2018 DBLP  BibTeX  RDF
1Michela Meister, Gregory Valiant A Data Prism: Semi-verified learning in the small-alpha regime. Search on Bibsonomy COLT The full citation details ... 2018 DBLP  BibTeX  RDF
1Jason Altschuler, Kunal Talwar Online learning over a finite action set with limited switching. Search on Bibsonomy COLT The full citation details ... 2018 DBLP  BibTeX  RDF
1Ahmed El Alaoui, Michael I. Jordan Detection limits in the high-dimensional spiked rectangular model. Search on Bibsonomy COLT The full citation details ... 2018 DBLP  BibTeX  RDF
1Hongyi Zhang, Suvrit Sra An Estimate Sequence for Geodesically Convex Optimization. Search on Bibsonomy COLT The full citation details ... 2018 DBLP  BibTeX  RDF
1Haipeng Luo, Chen-Yu Wei, Alekh Agarwal, John Langford 0001 Efficient Contextual Bandits in Non-stationary Worlds. Search on Bibsonomy COLT The full citation details ... 2018 DBLP  BibTeX  RDF
1Ana Busic, Sean P. Meyn Action-Constrained Markov Decision Processes With Kullback-Leibler Cost. Search on Bibsonomy COLT The full citation details ... 2018 DBLP  BibTeX  RDF
1Manish Raghavan, Aleksandrs Slivkins, Jennifer Wortman Vaughan, Zhiwei Steven Wu The Externalities of Exploration and How Data Diversity Helps Exploitation. Search on Bibsonomy COLT The full citation details ... 2018 DBLP  BibTeX  RDF
1Constantinos Daskalakis, Nishanth Dikkala, Nick Gravin Testing Symmetric Markov Chains From a Single Trajectory. Search on Bibsonomy COLT The full citation details ... 2018 DBLP  BibTeX  RDF
1Dmitry Yarotsky Optimal approximation of continuous functions by very deep ReLU networks. Search on Bibsonomy COLT The full citation details ... 2018 DBLP  BibTeX  RDF
1John N. Tsitsiklis, Kuang Xu, Zhi Xu Private Sequential Learning. Search on Bibsonomy COLT The full citation details ... 2018 DBLP  BibTeX  RDF
1Loucas Pillaud-Vivien, Alessandro Rudi, Francis Bach Exponential Convergence of Testing Error for Stochastic Gradient Methods. Search on Bibsonomy COLT The full citation details ... 2018 DBLP  BibTeX  RDF
1Vishesh Jain, Frederic Koehler, Elchanan Mossel The Vertex Sample Complexity of Free Energy is Polynomial. Search on Bibsonomy COLT The full citation details ... 2018 DBLP  BibTeX  RDF
1Ido Nachum, Jonathan Shafer, Amir Yehudayoff A Direct Sum Result for the Information Complexity of Learning. Search on Bibsonomy COLT The full citation details ... 2018 DBLP  BibTeX  RDF
1Daniel Alabi, Nicole Immorlica, Adam Kalai Unleashing Linear Optimizers for Group-Fair Learning and Optimization. Search on Bibsonomy COLT The full citation details ... 2018 DBLP  BibTeX  RDF
1Tim Roughgarden, Joshua R. Wang An Optimal Learning Algorithm for Online Unconstrained Submodular Maximization. Search on Bibsonomy COLT The full citation details ... 2018 DBLP  BibTeX  RDF
1Srinadh Bhojanapalli, Nicolas Boumal, Prateek Jain 0002, Praneeth Netrapalli Smoothed analysis for low-rank solutions to semidefinite programs in quadratic penalty form. Search on Bibsonomy COLT The full citation details ... 2018 DBLP  BibTeX  RDF
1Ashok Cutkosky, Francesco Orabona Black-Box Reductions for Parameter-free Online Learning in Banach Spaces. Search on Bibsonomy COLT The full citation details ... 2018 DBLP  BibTeX  RDF
1Marco Mondelli, Andrea Montanari Fundamental Limits of Weak Recovery with Applications to Phase Retrieval. Search on Bibsonomy COLT The full citation details ... 2018 DBLP  BibTeX  RDF
1Sébastien Bubeck, Vianney Perchet, Philippe Rigollet (eds.) Conference On Learning Theory, COLT 2018, Stockholm, Sweden, 6-9 July 2018. Search on Bibsonomy COLT The full citation details ... 2018 DBLP  BibTeX  RDF
1Nilesh Tripuraneni, Nicolas Flammarion, Francis Bach, Michael I. Jordan Averaging Stochastic Gradient Descent on Riemannian Manifolds. Search on Bibsonomy COLT The full citation details ... 2018 DBLP  BibTeX  RDF
1Jonathan Weed An explicit analysis of the entropic penalty in linear programming. Search on Bibsonomy COLT The full citation details ... 2018 DBLP  BibTeX  RDF
1Yin Tat Lee, Aaron Sidford, Santosh S. Vempala Efficient Convex Optimization with Membership Oracles. Search on Bibsonomy COLT The full citation details ... 2018 DBLP  BibTeX  RDF
1Vladimir Kolmogorov A Faster Approximation Algorithm for the Gibbs Partition Function. Search on Bibsonomy COLT The full citation details ... 2018 DBLP  BibTeX  RDF
1Shiva Prasad Kasiviswanathan, Mark Rudelson Restricted Eigenvalue from Stable Rank with Applications to Sparse Linear Regression. Search on Bibsonomy COLT The full citation details ... 2018 DBLP  BibTeX  RDF
1Jalaj Bhandari, Daniel Russo 0001, Raghav Singal A Finite Time Analysis of Temporal Difference Learning With Linear Function Approximation. Search on Bibsonomy COLT The full citation details ... 2018 DBLP  BibTeX  RDF
1Oren Mangoubi, Nisheeth K. Vishnoi Convex Optimization with Unbounded Nonconvex Oracles using Simulated Annealing. Search on Bibsonomy COLT The full citation details ... 2018 DBLP  BibTeX  RDF
1Victor Chernozhukov, Kaspar Wüthrich, Yinchu Zhu Exact and Robust Conformal Inference Methods for Predictive Machine Learning with Dependent Data. Search on Bibsonomy COLT The full citation details ... 2018 DBLP  BibTeX  RDF
1Chicheng Zhang Efficient active learning of sparse halfspaces. Search on Bibsonomy COLT The full citation details ... 2018 DBLP  BibTeX  RDF
1Cynthia Dwork, Vitaly Feldman Privacy-preserving Prediction. Search on Bibsonomy COLT The full citation details ... 2018 DBLP  BibTeX  RDF
1Nicolò Cesa-Bianchi, Claudio Gentile, Yishay Mansour Nonstochastic Bandits with Composite Anonymous Feedback. Search on Bibsonomy COLT The full citation details ... 2018 DBLP  BibTeX  RDF
1Ilias Diakonikolas, Jerry Li 0001, Ludwig Schmidt Fast and Sample Near-Optimal Algorithms for Learning Multidimensional Histograms. Search on Bibsonomy COLT The full citation details ... 2018 DBLP  BibTeX  RDF
1Jean Barbier, Florent Krzakala, Nicolas Macris, Léo Miolane, Lenka Zdeborová Optimal Errors and Phase Transitions in High-Dimensional Generalized Linear Models. Search on Bibsonomy COLT The full citation details ... 2018 DBLP  BibTeX  RDF
1Espen Bernton Langevin Monte Carlo and JKO splitting. Search on Bibsonomy COLT The full citation details ... 2018 DBLP  BibTeX  RDF
1Matthew Brennan, Guy Bresler, Wasim Huleihel Reducibility and Computational Lower Bounds for Problems with Planted Sparse Structure. Search on Bibsonomy COLT The full citation details ... 2018 DBLP  BibTeX  RDF
1Jacob D. Abernethy, Kevin A. Lai, Kfir Y. Levy, Jun-Kun Wang Faster Rates for Convex-Concave Games. Search on Bibsonomy COLT The full citation details ... 2018 DBLP  BibTeX  RDF
1David Durfee, Kevin A. Lai, Saurabh Sawlani $\ell_1$ Regression using Lewis Weights Preconditioning and Stochastic Gradient Descent. Search on Bibsonomy COLT The full citation details ... 2018 DBLP  BibTeX  RDF
1Paul Beame, Shayan Oveis Gharan, Xin Yang Time-Space Tradeoffs for Learning Finite Functions from Random Evaluations, with Applications to Polynomials. Search on Bibsonomy COLT The full citation details ... 2018 DBLP  BibTeX  RDF
1Yingjie Fei, Yudong Chen Hidden Integrality of SDP Relaxations for Sub-Gaussian Mixture Models. Search on Bibsonomy COLT The full citation details ... 2018 DBLP  BibTeX  RDF
1Yuanzhi Li, Tengyu Ma, Hongyang Zhang Algorithmic Regularization in Over-parameterized Matrix Sensing and Neural Networks with Quadratic Activations. Search on Bibsonomy COLT The full citation details ... 2018 DBLP  BibTeX  RDF
1Yanjun Han, Ayfer Özgür, Tsachy Weissman Geometric Lower Bounds for Distributed Parameter Estimation under Communication Constraints. Search on Bibsonomy COLT The full citation details ... 2018 DBLP  BibTeX  RDF
1Timothy Carpenter, Ilias Diakonikolas, Anastasios Sidiropoulos, Alistair Stewart Near-Optimal Sample Complexity Bounds for Maximum Likelihood Estimation of Multivariate Log-concave Densities. Search on Bibsonomy COLT The full citation details ... 2018 DBLP  BibTeX  RDF
1Niangjun Chen, Gautam Goel, Adam Wierman Smoothed Online Convex Optimization in High Dimensions via Online Balanced Descent. Search on Bibsonomy COLT The full citation details ... 2018 DBLP  BibTeX  RDF
1Dirk van der Hoeven, Tim van Erven, Wojciech Kotlowski The Many Faces of Exponential Weights in Online Learning. Search on Bibsonomy COLT The full citation details ... 2018 DBLP  BibTeX  RDF
1Gergely Neu, Lorenzo Rosasco Iterate Averaging as Regularization for Stochastic Gradient Descent. Search on Bibsonomy COLT The full citation details ... 2018 DBLP  BibTeX  RDF
1Jason M. Klusowski, Yihong Wu Counting Motifs with Graph Sampling. Search on Bibsonomy COLT The full citation details ... 2018 DBLP  BibTeX  RDF
1Vishesh Jain, Frederic Koehler, Elchanan Mossel The Mean-Field Approximation: Information Inequalities, Algorithms, and Complexity. Search on Bibsonomy COLT The full citation details ... 2018 DBLP  BibTeX  RDF
1Andrea Locatelli, Alexandra Carpentier Adaptivity to Smoothness in X-armed bandits. Search on Bibsonomy COLT The full citation details ... 2018 DBLP  BibTeX  RDF
1Nina Holden, Robin Pemantle, Yuval Peres Subpolynomial trace reconstruction for random strings \{and arbitrary deletion probability. Search on Bibsonomy COLT The full citation details ... 2018 DBLP  BibTeX  RDF
1Andre Wibisono Sampling as optimization in the space of measures: The Langevin dynamics as a composite optimization problem. Search on Bibsonomy COLT The full citation details ... 2018 DBLP  BibTeX  RDF
1Cheng Mao, Ashwin Pananjady, Martin J. Wainwright Breaking the $1/\sqrtn$ Barrier: Faster Rates for Permutation-based Models in Polynomial Time. Search on Bibsonomy COLT The full citation details ... 2018 DBLP  BibTeX  RDF
1Chi Jin, Praneeth Netrapalli, Michael I. Jordan Accelerated Gradient Descent Escapes Saddle Points Faster than Gradient Descent. Search on Bibsonomy COLT The full citation details ... 2018 DBLP  BibTeX  RDF
1Themis Gouleakis, Christos Tzamos, Manolis Zampetakis Certified Computation from Unreliable Datasets. Search on Bibsonomy COLT The full citation details ... 2018 DBLP  BibTeX  RDF
1Adam R. Klivans, Pravesh K. Kothari, Raghu Meka Efficient Algorithms for Outlier-Robust Regression. Search on Bibsonomy COLT The full citation details ... 2018 DBLP  BibTeX  RDF
1James Sharpnack Learning Patterns for Detection with Multiscale Scan Statistics. Search on Bibsonomy COLT The full citation details ... 2018 DBLP  BibTeX  RDF
1Yanjun Han, Jiantao Jiao, Tsachy Weissman Local moment matching: A unified methodology for symmetric functional estimation and distribution estimation under Wasserstein distance. Search on Bibsonomy COLT The full citation details ... 2018 DBLP  BibTeX  RDF
1Asaf Cassel, Shie Mannor, Assaf Zeevi A General Approach to Multi-Armed Bandits Under Risk Criteria. Search on Bibsonomy COLT The full citation details ... 2018 DBLP  BibTeX  RDF
1Vitaly Feldman, Thomas Steinke Calibrating Noise to Variance in Adaptive Data Analysis. Search on Bibsonomy COLT The full citation details ... 2018 DBLP  BibTeX  RDF
1Yan Shuo Tan, Roman Vershynin Polynomial Time and Sample Complexity for Non-Gaussian Component Analysis: Spectral Methods. Search on Bibsonomy COLT The full citation details ... 2018 DBLP  BibTeX  RDF
1Samory Kpotufe, Guillaume Martinet Marginal Singularity, and the Benefits of Labels in Covariate-Shift. Search on Bibsonomy COLT The full citation details ... 2018 DBLP  BibTeX  RDF
1Yu Cheng 0002, Rong Ge 0001 Non-Convex Matrix Completion Against a Semi-Random Adversary. Search on Bibsonomy COLT The full citation details ... 2018 DBLP  BibTeX  RDF
1Yuanzhi Li, Yingyu Liang Learning Mixtures of Linear Regressions with Nearly Optimal Complexity. Search on Bibsonomy COLT The full citation details ... 2018 DBLP  BibTeX  RDF
1Yasin Abbasi-Yadkori, Peter L. Bartlett, Victor Gabillon, Alan Malek, Michal Valko Best of both worlds: Stochastic & adversarial best-arm identification. Search on Bibsonomy COLT The full citation details ... 2018 DBLP  BibTeX  RDF
1Noah Golowich, Alexander Rakhlin, Ohad Shamir Size-Independent Sample Complexity of Neural Networks. Search on Bibsonomy COLT The full citation details ... 2018 DBLP  BibTeX  RDF
1Bangrui Chen, Peter I. Frazier, David Kempe 0001 Incentivizing Exploration by Heterogeneous Users. Search on Bibsonomy COLT The full citation details ... 2018 DBLP  BibTeX  RDF
1Avrim Blum, Lunjia Hu Active Tolerant Testing. Search on Bibsonomy COLT The full citation details ... 2018 DBLP  BibTeX  RDF
1Rishabh Dudeja, Daniel Hsu 0001 Learning Single-Index Models in Gaussian Space. Search on Bibsonomy COLT The full citation details ... 2018 DBLP  BibTeX  RDF
1Piotr Indyk, Tal Wagner Approximate Nearest Neighbors in Limited Space. Search on Bibsonomy COLT The full citation details ... 2018 DBLP  BibTeX  RDF
1Prateek Jain 0002, Sham M. Kakade, Rahul Kidambi, Praneeth Netrapalli, Aaron Sidford Accelerating Stochastic Gradient Descent for Least Squares Regression. Search on Bibsonomy COLT The full citation details ... 2018 DBLP  BibTeX  RDF
1Wenlong Mou, Liwei Wang 0001, Xiyu Zhai, Kai Zheng 0007 Generalization Bounds of SGLD for Non-convex Learning: Two Theoretical Viewpoints. Search on Bibsonomy COLT The full citation details ... 2018 DBLP  BibTeX  RDF
1Charles Fefferman, Sergei Ivanov 0001, Yaroslav Kurylev, Matti Lassas, Hariharan Narayanan Fitting a Putative Manifold to Noisy Data. Search on Bibsonomy COLT The full citation details ... 2018 DBLP  BibTeX  RDF
1Nicolas Brosse, Alain Durmus, Eric Moulines, Marcelo Pereyra Sampling from a log-concave distribution with compact support with proximal Langevin Monte Carlo. Search on Bibsonomy COLT The full citation details ... 2017 DBLP  BibTeX  RDF
1Yuchen Zhang, Percy Liang, Moses Charikar A Hitting Time Analysis of Stochastic Gradient Langevin Dynamics. Search on Bibsonomy COLT The full citation details ... 2017 DBLP  BibTeX  RDF
1Pasin Manurangsi, Aviad Rubinstein Inapproximability of VC Dimension and Littlestone's Dimension. Search on Bibsonomy COLT The full citation details ... 2017 DBLP  BibTeX  RDF
1Shachar Lovett, Jiapeng Zhang Noisy Population Recovery from Unknown Noise. Search on Bibsonomy COLT The full citation details ... 2017 DBLP  BibTeX  RDF
1Holden Lee, Rong Ge 0001, Tengyu Ma, Andrej Risteski, Sanjeev Arora On the Ability of Neural Nets to Express Distributions. Search on Bibsonomy COLT The full citation details ... 2017 DBLP  BibTeX  RDF
Displaying result #1 - #100 of 1473 (100 per page; Change: )
Pages: [1][2][3][4][5][6][7][8][9][10][>>]
Valid XHTML 1.1! Valid CSS! [Valid RSS]
Maintained by Jörg Diederich.
Based upon DBLP by Michael Ley.
open data data released under the ODC-BY 1.0 license