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Publications of "Alekh Agarwal" ( http://dblp.L3S.de/Authors/Alekh_Agarwal )

  Author page on DBLP  Author page in RDF  Community of Alekh Agarwal in ASPL-2

Publication years (Num. hits)
2006-2011 (26) 2012-2013 (19) 2014-2015 (17) 2016-2017 (21) 2018-2019 (28)
Publication types (Num. hits)
article(56) inproceedings(54) phdthesis(1)
Venues (Conferences, Journals, ...)
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Found 112 publication records. Showing 111 according to the selection in the facets
Hits ? Authors Title Venue Year Link Author keywords
1Simon S. Du, Akshay Krishnamurthy, Nan Jiang, Alekh Agarwal, Miroslav Dudík, John Langford 0001 Provably efficient RL with Rich Observations via Latent State Decoding. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Alekh Agarwal, Sham M. Kakade, Lin F. Yang On the Optimality of Sparse Model-Based Planning for Markov Decision Processes. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Aditya Grover, Jiaming Song, Alekh Agarwal, Kenneth Tran, Ashish Kapoor, Eric Horvitz, Stefano Ermon Bias Correction of Learned Generative Models using Likelihood-Free Importance Weighting. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Alekh Agarwal, Sham M. Kakade, Jason D. Lee, Gaurav Mahajan Optimality and Approximation with Policy Gradient Methods in Markov Decision Processes. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Aditya Modi 0002, Debadeepta Dey, Alekh Agarwal, Adith Swaminathan, Besmira Nushi, Sean Andrist, Eric Horvitz Metareasoning in Modular Software Systems: On-the-Fly Configuration using Reinforcement Learning with Rich Contextual Representations. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Yao Liu, Adith Swaminathan, Alekh Agarwal, Emma Brunskill Off-Policy Policy Gradient with State Distribution Correction. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Jordan T. Ash, Chicheng Zhang, Akshay Krishnamurthy, John Langford 0001, Alekh Agarwal Deep Batch Active Learning by Diverse, Uncertain Gradient Lower Bounds. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Chicheng Zhang, Alekh Agarwal, Hal Daumé III, John Langford 0001, Sahand N. Negahban Warm-starting Contextual Bandits: Robustly Combining Supervised and Bandit Feedback. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Alekh Agarwal, Miroslav Dudík, Zhiwei Steven Wu Fair Regression: Quantitative Definitions and Reduction-based Algorithms. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Akshay Krishnamurthy, Alekh Agarwal, Tzu-Kuo Huang, Hal Daumé III, John Langford 0001 Active Learning for Cost-Sensitive Classification. Search on Bibsonomy J. Mach. Learn. Res. The full citation details ... 2019 DBLP  BibTeX  RDF
1Aditya Grover, Jiaming Song, Ashish Kapoor, Kenneth Tran, Alekh Agarwal, Eric Horvitz, Stefano Ermon Bias Correction of Learned Generative Models via Likelihood-free Importance Weighting. Search on Bibsonomy DGS@ICLR The full citation details ... 2019 DBLP  BibTeX  RDF
1Simon S. Du, Akshay Krishnamurthy, Nan Jiang, Alekh Agarwal, Miroslav Dudík, John Langford 0001 Provably efficient RL with Rich Observations via Latent State Decoding. Search on Bibsonomy ICML The full citation details ... 2019 DBLP  BibTeX  RDF
1Chicheng Zhang, Alekh Agarwal, Hal Daumé III, John Langford 0001, Sahand Negahban Warm-starting Contextual Bandits: Robustly Combining Supervised and Bandit Feedback. Search on Bibsonomy ICML The full citation details ... 2019 DBLP  BibTeX  RDF
1Alekh Agarwal, Miroslav Dudík, Zhiwei Steven Wu Fair Regression: Quantitative Definitions and Reduction-Based Algorithms. Search on Bibsonomy ICML The full citation details ... 2019 DBLP  BibTeX  RDF
1Wen Sun, Nan Jiang, Akshay Krishnamurthy, Alekh Agarwal, John Langford 0001 Model-based RL in Contextual Decision Processes: PAC bounds and Exponential Improvements over Model-free Approaches. Search on Bibsonomy COLT The full citation details ... 2019 DBLP  BibTeX  RDF
1Yao Liu, Adith Swaminathan, Alekh Agarwal, Emma Brunskill Off-Policy Policy Gradient with Stationary Distribution Correction. Search on Bibsonomy UAI The full citation details ... 2019 DBLP  BibTeX  RDF
1Christoph Dann, Nan Jiang, Akshay Krishnamurthy, Alekh Agarwal, John Langford 0001, Robert E. Schapire On Polynomial Time PAC Reinforcement Learning with Rich Observations. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Alberto Bietti, Alekh Agarwal, John Langford 0001 Practical Evaluation and Optimization of Contextual Bandit Algorithms. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Wen Sun, Nan Jiang, Akshay Krishnamurthy, Alekh Agarwal, John Langford 0001 Model-Based Reinforcement Learning in Contextual Decision Processes. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Dylan J. Foster, Alekh Agarwal, Miroslav Dudík, Haipeng Luo, Robert E. Schapire Practical Contextual Bandits with Regression Oracles. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Alekh Agarwal, Alina Beygelzimer, Miroslav Dudík, John Langford 0001, Hanna M. Wallach A Reductions Approach to Fair Classification. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Hoang Minh Le 0002, Nan Jiang, Alekh Agarwal, Miroslav Dudík, Yisong Yue, Hal Daumé III Hierarchical Imitation and Reinforcement Learning. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Christoph Dann, Nan Jiang, Akshay Krishnamurthy, Alekh Agarwal, John Langford 0001, Robert E. Schapire On Oracle-Efficient PAC RL with Rich Observations. Search on Bibsonomy NeurIPS The full citation details ... 2018 DBLP  BibTeX  RDF
1Hoang Minh Le 0002, Nan Jiang, Alekh Agarwal, Miroslav Dudík, Yisong Yue, Hal Daumé III Hierarchical Imitation and Reinforcement Learning. Search on Bibsonomy ICML The full citation details ... 2018 DBLP  BibTeX  RDF
1Alekh Agarwal, Alina Beygelzimer, Miroslav Dudík, John Langford 0001, Hanna M. Wallach A Reductions Approach to Fair Classification. Search on Bibsonomy ICML The full citation details ... 2018 DBLP  BibTeX  RDF
1Dylan J. Foster, Alekh Agarwal, Miroslav Dudík, Haipeng Luo, Robert E. Schapire Practical Contextual Bandits with Regression Oracles. Search on Bibsonomy ICML 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
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
1Alekh Agarwal, Animashree Anandkumar, Praneeth Netrapalli A Clustering Approach to Learning Sparsely Used Overcomplete Dictionaries. Search on Bibsonomy IEEE Trans. Information Theory The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Akshay Krishnamurthy, Alekh Agarwal, Tzu-Kuo Huang, Hal Daumé III, John Langford 0001 Active Learning for Cost-Sensitive Classification. Search on Bibsonomy CoRR The full citation details ... 2017 DBLP  BibTeX  RDF
1Haipeng Luo, Alekh Agarwal, John Langford 0001 Efficient Contextual Bandits in Non-stationary Worlds. Search on Bibsonomy CoRR The full citation details ... 2017 DBLP  BibTeX  RDF
1Adith Swaminathan, Akshay Krishnamurthy, Alekh Agarwal, Miroslav Dudík, John Langford 0001, Damien Jose, Imed Zitouni Off-policy evaluation for slate recommendation. Search on Bibsonomy NIPS The full citation details ... 2017 DBLP  BibTeX  RDF
1Akshay Krishnamurthy, Alekh Agarwal, Tzu-Kuo Huang, Hal Daumé III, John Langford 0001 Active Learning for Cost-Sensitive Classification. Search on Bibsonomy ICML The full citation details ... 2017 DBLP  BibTeX  RDF
1Yu-Xiang Wang, Alekh Agarwal, Miroslav Dudík Optimal and Adaptive Off-policy Evaluation in Contextual Bandits. Search on Bibsonomy ICML The full citation details ... 2017 DBLP  BibTeX  RDF
1Nan Jiang, Akshay Krishnamurthy, Alekh Agarwal, John Langford 0001, Robert E. Schapire Contextual Decision Processes with low Bellman rank are PAC-Learnable. Search on Bibsonomy ICML The full citation details ... 2017 DBLP  BibTeX  RDF
1Alekh Agarwal, Haipeng Luo, Behnam Neyshabur, Robert E. Schapire Corralling a Band of Bandit Algorithms. Search on Bibsonomy COLT The full citation details ... 2017 DBLP  BibTeX  RDF
1Alekh Agarwal, Akshay Krishnamurthy, John Langford 0001, Haipeng Luo, Robert E. Schapire Open Problem: First-Order Regret Bounds for Contextual Bandits. Search on Bibsonomy COLT The full citation details ... 2017 DBLP  BibTeX  RDF
1Alekh Agarwal, Animashree Anandkumar, Prateek Jain 0002, Praneeth Netrapalli Learning Sparsely Used Overcomplete Dictionaries via Alternating Minimization. Search on Bibsonomy SIAM Journal on Optimization The full citation details ... 2016 DBLP  DOI  BibTeX  RDF
1Adith Swaminathan, Akshay Krishnamurthy, Alekh Agarwal, Miroslav Dudík, John Langford 0001, Damien Jose, Imed Zitouni Off-policy evaluation for slate recommendation. Search on Bibsonomy CoRR The full citation details ... 2016 DBLP  BibTeX  RDF
1Alekh Agarwal, Haipeng Luo, Behnam Neyshabur, Robert E. Schapire Corralling a Band of Bandit Algorithms. Search on Bibsonomy CoRR The full citation details ... 2016 DBLP  BibTeX  RDF
1Yu-Xiang Wang, Alekh Agarwal, Miroslav Dudík Optimal and Adaptive Off-policy Evaluation in Contextual Bandits. Search on Bibsonomy CoRR The full citation details ... 2016 DBLP  BibTeX  RDF
1Akshay Krishnamurthy, Alekh Agarwal, John Langford 0001 Contextual-MDPs for PAC-Reinforcement Learning with Rich Observations. Search on Bibsonomy CoRR The full citation details ... 2016 DBLP  BibTeX  RDF
1Haipeng Luo, Alekh Agarwal, Nicolò Cesa-Bianchi, John Langford 0001 Efficient Second Order Online Learning via Sketching. Search on Bibsonomy CoRR The full citation details ... 2016 DBLP  BibTeX  RDF
1David Abel, Alekh Agarwal, Fernando Diaz 0001, Akshay Krishnamurthy, Robert E. Schapire Exploratory Gradient Boosting for Reinforcement Learning in Complex Domains. Search on Bibsonomy CoRR The full citation details ... 2016 DBLP  BibTeX  RDF
1Nan Jiang, Akshay Krishnamurthy, Alekh Agarwal, John Langford 0001, Robert E. Schapire Contextual Decision Processes with Low Bellman Rank are PAC-Learnable. Search on Bibsonomy CoRR The full citation details ... 2016 DBLP  BibTeX  RDF
1Alekh Agarwal, Sarah Bird, Markus Cozowicz, Luong Hoang, John Langford 0001, Stephen Lee, Jiaji Li, Dan Melamed, Gal Oshri, Oswaldo Ribas, Siddhartha Sen 0001, Alex Slivkins A Multiworld Testing Decision Service. Search on Bibsonomy CoRR The full citation details ... 2016 DBLP  BibTeX  RDF
1Akshay Krishnamurthy, Alekh Agarwal, John Langford 0001 PAC Reinforcement Learning with Rich Observations. Search on Bibsonomy NIPS The full citation details ... 2016 DBLP  BibTeX  RDF
1Akshay Krishnamurthy, Alekh Agarwal, Miroslav Dudík Contextual semibandits via supervised learning oracles. Search on Bibsonomy NIPS The full citation details ... 2016 DBLP  BibTeX  RDF
1Haipeng Luo, Alekh Agarwal, Nicolò Cesa-Bianchi, John Langford 0001 Efficient Second Order Online Learning by Sketching. Search on Bibsonomy NIPS The full citation details ... 2016 DBLP  BibTeX  RDF
1Kai-Wei Chang, Akshay Krishnamurthy, Alekh Agarwal, Hal Daumé III, John Langford 0001 Learning to Search Better Than Your Teacher. Search on Bibsonomy CoRR The full citation details ... 2015 DBLP  BibTeX  RDF
1Tzu-Kuo Huang, Alekh Agarwal, Daniel J. Hsu, John Langford 0001, Robert E. Schapire Efficient and Parsimonious Agnostic Active Learning. Search on Bibsonomy CoRR The full citation details ... 2015 DBLP  BibTeX  RDF
1Akshay Krishnamurthy, Alekh Agarwal, Miroslav Dudík Efficient Contextual Semi-Bandit Learning. Search on Bibsonomy CoRR The full citation details ... 2015 DBLP  BibTeX  RDF
1Vasilis Syrgkanis, Alekh Agarwal, Haipeng Luo, Robert E. Schapire Fast Convergence of Regularized Learning in Games. Search on Bibsonomy CoRR The full citation details ... 2015 DBLP  BibTeX  RDF
1Tzu-Kuo Huang, Alekh Agarwal, Daniel J. Hsu, John Langford 0001, Robert E. Schapire Efficient and Parsimonious Agnostic Active Learning. Search on Bibsonomy NIPS The full citation details ... 2015 DBLP  BibTeX  RDF
1Vasilis Syrgkanis, Alekh Agarwal, Haipeng Luo, Robert E. Schapire Fast Convergence of Regularized Learning in Games. Search on Bibsonomy NIPS The full citation details ... 2015 DBLP  BibTeX  RDF
1Kai-Wei Chang, Akshay Krishnamurthy, Alekh Agarwal, Hal Daumé III, John Langford 0001 Learning to Search Better than Your Teacher. Search on Bibsonomy ICML The full citation details ... 2015 DBLP  BibTeX  RDF
1Alekh Agarwal, Léon Bottou A Lower Bound for the Optimization of Finite Sums. Search on Bibsonomy ICML The full citation details ... 2015 DBLP  BibTeX  RDF
1Alekh Agarwal, Alina Beygelzimer, Daniel J. Hsu, John Langford 0001, Matus Telgarsky Scalable Nonlinear Learning with Adaptive Polynomial Expansions. Search on Bibsonomy CoRR The full citation details ... 2014 DBLP  BibTeX  RDF
1Alekh Agarwal, Daniel J. Hsu, Satyen Kale, John Langford 0001, Lihong Li 0001, Robert E. Schapire Taming the Monster: A Fast and Simple Algorithm for Contextual Bandits. Search on Bibsonomy CoRR The full citation details ... 2014 DBLP  BibTeX  RDF
1Alekh Agarwal, Olivier Chapelle, Miroslav Dudík, John Langford 0001 A reliable effective terascale linear learning system. Search on Bibsonomy J. Mach. Learn. Res. The full citation details ... 2014 DBLP  BibTeX  RDF
1Alekh Agarwal, Alina Beygelzimer, Daniel J. Hsu, John Langford 0001, Matus Telgarsky Scalable Non-linear Learning with Adaptive Polynomial Expansions. Search on Bibsonomy NIPS The full citation details ... 2014 DBLP  BibTeX  RDF
1Alekh Agarwal, Sham M. Kakade, Nikos Karampatziakis, Le Song, Gregory Valiant Least Squares Revisited: Scalable Approaches for Multi-class Prediction. Search on Bibsonomy ICML The full citation details ... 2014 DBLP  BibTeX  RDF
1Alekh Agarwal, Daniel J. Hsu, Satyen Kale, John Langford 0001, Lihong Li 0001, Robert E. Schapire Taming the Monster: A Fast and Simple Algorithm for Contextual Bandits. Search on Bibsonomy ICML The full citation details ... 2014 DBLP  BibTeX  RDF
1Alekh Agarwal, Animashree Anandkumar, Prateek Jain 0002, Praneeth Netrapalli, Rashish Tandon Learning Sparsely Used Overcomplete Dictionaries. Search on Bibsonomy COLT The full citation details ... 2014 DBLP  BibTeX  RDF
1Alekh Agarwal, Ashwinkumar Badanidiyuru, Miroslav Dudík, Robert E. Schapire, Aleksandrs Slivkins Robust Multi-objective Learning with Mentor Feedback. Search on Bibsonomy COLT The full citation details ... 2014 DBLP  BibTeX  RDF
1Alekh Agarwal, Sahand N. Negahban, Martin J. Wainwright Stochastic optimization and sparse statistical recovery: An optimal algorithm for high dimensions. Search on Bibsonomy CISS The full citation details ... 2014 DBLP  DOI  BibTeX  RDF
1Alekh Agarwal, Dean P. Foster, Daniel J. Hsu, Sham M. Kakade, Alexander Rakhlin Stochastic Convex Optimization with Bandit Feedback. Search on Bibsonomy SIAM Journal on Optimization The full citation details ... 2013 DBLP  DOI  BibTeX  RDF
1Alekh Agarwal, John C. Duchi The Generalization Ability of Online Algorithms for Dependent Data. Search on Bibsonomy IEEE Trans. Information Theory The full citation details ... 2013 DBLP  DOI  BibTeX  RDF
1Alekh Agarwal, Animashree Anandkumar, Praneeth Netrapalli Exact Recovery of Sparsely Used Overcomplete Dictionaries. Search on Bibsonomy CoRR The full citation details ... 2013 DBLP  BibTeX  RDF
1Alekh Agarwal, Léon Bottou, Miroslav Dudík, John Langford 0001 Para-active learning. Search on Bibsonomy CoRR The full citation details ... 2013 DBLP  BibTeX  RDF
1Alekh Agarwal, Sham M. Kakade, Nikos Karampatziakis, Le Song, Gregory Valiant Least Squares Revisited: Scalable Approaches for Multi-class Prediction. Search on Bibsonomy CoRR The full citation details ... 2013 DBLP  BibTeX  RDF
1Alekh Agarwal, Animashree Anandkumar, Prateek Jain 0002, Praneeth Netrapalli, Rashish Tandon Learning Sparsely Used Overcomplete Dictionaries via Alternating Minimization. Search on Bibsonomy CoRR The full citation details ... 2013 DBLP  BibTeX  RDF
1Alekh Agarwal Selective sampling algorithms for cost-sensitive multiclass prediction. Search on Bibsonomy ICML (3) The full citation details ... 2013 DBLP  BibTeX  RDF
1John C. Duchi, Alekh Agarwal, Mikael Johansson, Michael I. Jordan Ergodic Mirror Descent. Search on Bibsonomy SIAM Journal on Optimization The full citation details ... 2012 DBLP  DOI  BibTeX  RDF
1Alekh Agarwal, Peter L. Bartlett, Pradeep Ravikumar, Martin J. Wainwright Information-Theoretic Lower Bounds on the Oracle Complexity of Stochastic Convex Optimization. Search on Bibsonomy IEEE Trans. Information Theory The full citation details ... 2012 DBLP  DOI  BibTeX  RDF
1John C. Duchi, Alekh Agarwal, Martin J. Wainwright Dual Averaging for Distributed Optimization: Convergence Analysis and Network Scaling. Search on Bibsonomy IEEE Trans. Automat. Contr. The full citation details ... 2012 DBLP  DOI  BibTeX  RDF
1Alekh Agarwal, Miroslav Dudík, Satyen Kale, John Langford 0001, Robert E. Schapire Contextual Bandit Learning with Predictable Rewards Search on Bibsonomy CoRR The full citation details ... 2012 DBLP  BibTeX  RDF
1Alekh Agarwal, Peter L. Bartlett, John C. Duchi Oracle inequalities for computationally adaptive model selection Search on Bibsonomy CoRR The full citation details ... 2012 DBLP  BibTeX  RDF
1Alekh Agarwal, Sahand N. Negahban, Martin J. Wainwright Stochastic optimization and sparse statistical recovery: An optimal algorithm for high dimensions Search on Bibsonomy CoRR The full citation details ... 2012 DBLP  BibTeX  RDF
1Alekh Agarwal, Miroslav Dudík, Satyen Kale, John Langford 0001, Robert E. Schapire Contextual Bandit Learning with Predictable Rewards. Search on Bibsonomy AISTATS The full citation details ... 2012 DBLP  BibTeX  RDF
1Alekh Agarwal, John C. Duchi Distributed delayed stochastic optimization. Search on Bibsonomy CDC The full citation details ... 2012 DBLP  DOI  BibTeX  RDF
1John C. Duchi, Alekh Agarwal, Martin J. Wainwright Dual averaging for distributed optimization. Search on Bibsonomy Allerton Conference The full citation details ... 2012 DBLP  DOI  BibTeX  RDF
1Alekh Agarwal, Sahand N. Negahban, Martin J. Wainwright FASt global convergence of gradient methods for solving regularized M-estimation. Search on Bibsonomy SSP The full citation details ... 2012 DBLP  DOI  BibTeX  RDF
1Alekh Agarwal, Sahand N. Negahban, Martin J. Wainwright Stochastic optimization and sparse statistical recovery: Optimal algorithms for high dimensions. Search on Bibsonomy NIPS The full citation details ... 2012 DBLP  BibTeX  RDF
1Alekh Agarwal Computational Trade-offs in Statistical Learning. Search on Bibsonomy 2012   RDF
1Alekh Agarwal, John C. Duchi The Generalization Ability of Online Algorithms for Dependent Data Search on Bibsonomy CoRR The full citation details ... 2011 DBLP  BibTeX  RDF
1Alekh Agarwal, Olivier Chapelle, Miroslav Dudík, John Langford 0001 A Reliable Effective Terascale Linear Learning System Search on Bibsonomy CoRR The full citation details ... 2011 DBLP  BibTeX  RDF
1Alekh Agarwal, Sahand N. Negahban, Martin J. Wainwright Fast global convergence of gradient methods for high-dimensional statistical recovery Search on Bibsonomy CoRR The full citation details ... 2011 DBLP  BibTeX  RDF
1Afshin Rostamizadeh, Alekh Agarwal, Peter L. Bartlett Online and Batch Learning Algorithms for Data with Missing Features Search on Bibsonomy CoRR The full citation details ... 2011 DBLP  BibTeX  RDF
1Alekh Agarwal, Sahand N. Negahban, Martin J. Wainwright Noisy matrix decomposition via convex relaxation: Optimal rates in high dimensions Search on Bibsonomy CoRR The full citation details ... 2011 DBLP  BibTeX  RDF
1Alekh Agarwal, Dean P. Foster, Daniel J. Hsu, Sham M. Kakade, Alexander Rakhlin Stochastic convex optimization with bandit feedback Search on Bibsonomy CoRR The full citation details ... 2011 DBLP  BibTeX  RDF
1Alekh Agarwal, John C. Duchi, Peter L. Bartlett, Clément Levrard Oracle inequalities for computationally budgeted model selection. Search on Bibsonomy COLT The full citation details ... 2011 DBLP  BibTeX  RDF
1John C. Duchi, Alekh Agarwal, Mikael Johansson, Michael I. Jordan Ergodic mirror descent. Search on Bibsonomy Allerton The full citation details ... 2011 DBLP  DOI  BibTeX  RDF
1Alekh Agarwal, Dean P. Foster, Daniel J. Hsu, Sham M. Kakade, Alexander Rakhlin Stochastic convex optimization with bandit feedback. Search on Bibsonomy NIPS The full citation details ... 2011 DBLP  BibTeX  RDF
1Alekh Agarwal, John C. Duchi Distributed Delayed Stochastic Optimization. Search on Bibsonomy NIPS The full citation details ... 2011 DBLP  BibTeX  RDF
1Alekh Agarwal, Sahand N. Negahban, Martin J. Wainwright Noisy matrix decomposition via convex relaxation: Optimal rates in high dimensions. Search on Bibsonomy ICML The full citation details ... 2011 DBLP  BibTeX  RDF
1Afshin Rostamizadeh, Alekh Agarwal, Peter L. Bartlett Learning with Missing Features. Search on Bibsonomy UAI The full citation details ... 2011 DBLP  BibTeX  RDF
1Alekh Agarwal, Peter L. Bartlett, Pradeep Ravikumar, Martin J. Wainwright Information-theoretic lower bounds on the oracle complexity of stochastic convex optimization. Search on Bibsonomy CoRR The full citation details ... 2010 DBLP  BibTeX  RDF
1Pradeep Ravikumar, Alekh Agarwal, Martin J. Wainwright Message-passing for Graph-structured Linear Programs: Proximal Methods and Rounding Schemes. Search on Bibsonomy J. Mach. Learn. Res. The full citation details ... 2010 DBLP  BibTeX  RDF
1Alekh Agarwal, Peter L. Bartlett, Max Dama Optimal Allocation Strategies for the Dark Pool Problem. Search on Bibsonomy AISTATS The full citation details ... 2010 DBLP  BibTeX  RDF
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