Alexander Rakhlin
Affiliations: MIT, Department of Brain & Cognitive Sciences, USA
 University of Pennsylvania, Department of Computer and Information Science (former)
According to our database^{1},
Alexander Rakhlin
authored at least 131 papers
between 2006 and 2024.
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Bibliography
2024
Exploratory Preference Optimization: Harnessing Implicit Q*Approximation for SampleEfficient RLHF.
CoRR, 2024
CoRR, 2024
CoRR, 2024
Proceedings of the Fortyfirst International Conference on Machine Learning, 2024
Proceedings of the Fortyfirst International Conference on Machine Learning, 2024
Proceedings of the Thirty Seventh Annual Conference on Learning Theory, June 30, 2024
Proceedings of the Thirty Seventh Annual Conference on Learning Theory, June 30, 2024
Proceedings of the Thirty Seventh Annual Conference on Learning Theory, June 30, 2024
How Far Is Too Far? Studying the Effects of Domain Discrepancy on Masked Language Models.
Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024
2023
CoRR, 2023
On the Complexity of MultiAgent Decision Making: From Learning in Games to Partial Monitoring.
CoRR, 2023
CoRR, 2023
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Representation Learning with MultiStep Inverse Kinematics: An Efficient and Optimal Approach to RichObservation RL.
Proceedings of the International Conference on Machine Learning, 2023
On the Complexity of MultiAgent Decision Making: From Learning in Games to Partial Monitoring.
Proceedings of the Thirty Sixth Annual Conference on Learning Theory, 2023
OracleEfficient Smoothed Online Learning for Piecewise Continuous Decision Making.
Proceedings of the Thirty Sixth Annual Conference on Learning Theory, 2023
2022
J. Mach. Learn. Res., 2022
A Note on ModelFree Reinforcement Learning with the DecisionEstimation Coefficient.
CoRR, 2022
CoRR, 2022
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
Proceedings of the Conference on Learning Theory, 25 July 2022, London, UK., 2022
Proceedings of the Conference on Learning Theory, 25 July 2022, London, UK., 2022
2021
Acta Numer., May, 2021
J. Mach. Learn. Res., 2021
CoRR, 2021
CoRR, 2021
CoRR, 2021
CoRR, 2021
Proceedings of the 38th International Conference on Machine Learning, 2021
Proceedings of the Conference on Learning Theory, 2021
InstanceDependent Complexity of Contextual Bandits and Reinforcement Learning: A DisagreementBased Perspective.
Proceedings of the Conference on Learning Theory, 2021
Proceedings of the Conference on Learning Theory, 2021
Proceedings of the ComputerAided Analysis of Gastrointestinal Videos, 2021
2020
Weighted Message Passing and Minimum Energy Flow for Heterogeneous Stochastic Block Models with Side Information.
J. Mach. Learn. Res., 2020
CoRR, 2020
CoRR, 2020
ColocML: machine learning quantifies colocalization between mass spectrometry images.
Bioinform., 2020
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020
Proceedings of the 2nd Annual Conference on Learning for Dynamics and Control, 2020
Proceedings of the 37th International Conference on Machine Learning, 2020
On the Multiple Descent of MinimumNorm Interpolants and Restricted Lower Isometry of Kernels.
Proceedings of the Conference on Learning Theory, 2020
On Suboptimality of Least Squares with Application to Estimation of Convex Bodies.
Proceedings of the Conference on Learning Theory, 2020
2019
CoRR, 2019
On the Risk of MinimumNorm Interpolants and Restricted Lower Isometry of Kernels.
CoRR, 2019
FiniteTime System Identification for Partially Observed LTI Systems of Unknown Order.
CoRR, 2019
Proceedings of the 36th International Conference on Machine Learning, 2019
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019
Consistency of Interpolation with Laplace Kernels is a HighDimensional Phenomenon.
Proceedings of the Conference on Learning Theory, 2019
Proceedings of the 58th IEEE Conference on Decision and Control, 2019
Proceedings of the 22nd International Conference on Artificial Intelligence and Statistics, 2019
Proceedings of the 22nd International Conference on Artificial Intelligence and Statistics, 2019
2018
CoRR, 2018
CoRR, 2018
CoRR, 2018
Proceedings of the Deep Learning in Medical Image Analysis  and  Multimodal Learning for Clinical Decision Support, 2018
Proceedings of the 17th IEEE International Conference on Machine Learning and Applications, 2018
Angiodysplasia Detection and Localization Using Deep Convolutional Neural Networks.
Proceedings of the 17th IEEE International Conference on Machine Learning and Applications, 2018
Proceedings of the Image Analysis and Recognition  15th International Conference, 2018
Land Cover Classification From Satellite Imagery With UNet and LovaszSoftmax Loss.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2018
Proceedings of the Conference On Learning Theory, 2018
Proceedings of the Conference On Learning Theory, 2018
2017
IEEE Trans. Netw. Sci. Eng., 2017
J. Mach. Learn. Res., 2017
CoRR, 2017
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017
Proceedings of the 30th Conference on Learning Theory, 2017
Nonconvex learning via Stochastic Gradient Langevin Dynamics: a nonasymptotic analysis.
Proceedings of the 30th Conference on Learning Theory, 2017
Proceedings of the 30th Conference on Learning Theory, 2017
Proceedings of the 20th International Conference on Artificial Intelligence and Statistics, 2017
2016
IEEE Trans. Autom. Control., 2016
A Tutorial on Online Supervised Learning with Applications to Node Classification in Social Networks.
CoRR, 2016
Proceedings of the 2016 IEEE Information Theory Workshop, 2016
Proceedings of the 33nd International Conference on Machine Learning, 2016
Proceedings of the 29th Conference on Learning Theory, 2016
Proceedings of the 2016 American Control Conference, 2016
2015
J. Mach. Learn. Res., 2015
CoRR, 2015
Sequential Probability Assignment with Binary Alphabets and Large Classes of Experts.
CoRR, 2015
Proceedings of the Advances in Neural Information Processing Systems 28: Annual Conference on Neural Information Processing Systems 2015, 2015
Hierarchies of Relaxations for Online Prediction Problems with Evolving Constraints.
Proceedings of The 28th Conference on Learning Theory, 2015
Proceedings of The 28th Conference on Learning Theory, 2015
Escaping the Local Minima via Simulated Annealing: Optimization of Approximately Convex Functions.
Proceedings of The 28th Conference on Learning Theory, 2015
Proceedings of the 53rd Annual Allerton Conference on Communication, 2015
Proceedings of the Eighteenth International Conference on Artificial Intelligence and Statistics, 2015
2014
Math. Oper. Res., 2014
CoRR, 2014
CoRR, 2014
Proceedings of The 27th Conference on Learning Theory, 2014
2013
SIAM J. Optim., 2013
CoRR, 2013
Proceedings of the Advances in Neural Information Processing Systems 26: 27th Annual Conference on Neural Information Processing Systems 2013. Proceedings of a meeting held December 58, 2013
Proceedings of the Advances in Neural Information Processing Systems 26: 27th Annual Conference on Neural Information Processing Systems 2013. Proceedings of a meeting held December 58, 2013
Proceedings of the 2013 IEEE Information Theory Workshop, 2013
Proceedings of the COLT 2013, 2013
Proceedings of the COLT 2013, 2013
Proceedings of the Sixteenth International Conference on Artificial Intelligence and Statistics, 2013
2012
IEEE Trans. Inf. Theory, 2012
ACM Trans. Embed. Comput. Syst., 2012
Proceedings of the Fifteenth International Conference on Artificial Intelligence and Statistics, 2012
J. Comput. Syst. Sci., 2012
CoRR, 2012
Proceedings of the Advances in Neural Information Processing Systems 25: 26th Annual Conference on Neural Information Processing Systems 2012. Proceedings of a meeting held December 36, 2012
Proceedings of the 29th International Conference on Machine Learning, 2012
2011
IEEE Trans. Inf. Theory, 2011
Proceedings of the COLT 2011, 2011
Proceedings of the COLT 2011, 2011
CoRR, 2011
Proceedings of the Advances in Neural Information Processing Systems 24: 25th Annual Conference on Neural Information Processing Systems 2011. Proceedings of a meeting held 1214 December 2011, 2011
Proceedings of the Advances in Neural Information Processing Systems 24: 25th Annual Conference on Neural Information Processing Systems 2011. Proceedings of a meeting held 1214 December 2011, 2011
2010
Informationbased complexity, feedback and dynamics in sequential convex programming
CoRR, 2010
Proceedings of the Advances in Neural Information Processing Systems 23: 24th Annual Conference on Neural Information Processing Systems 2010. Proceedings of a meeting held 69 December 2010, 2010
Proceedings of the Advances in Neural Information Processing Systems 23: 24th Annual Conference on Neural Information Processing Systems 2010. Proceedings of a meeting held 69 December 2010, 2010
Proceedings of the 49th IEEE Conference on Decision and Control, 2010
2009
An Efficient Bandit Algorithm for sqrt(T) Regret in Online Multiclass Prediction?.
Proceedings of the COLT 2009, 2009
Proceedings of the COLT 2009, 2009
Proceedings of the COLT 2009, 2009
Information complexity of blackbox convex optimization: A new look via feedback information theory.
Proceedings of the 47th Annual Allerton Conference on Communication, 2009
2008
Proceedings of the 2008 International Conference on ComputerAided Design, 2008
Proceedings of the 21st Annual Conference on Learning Theory, 2008
Proceedings of the 21st Annual Conference on Learning Theory, 2008
Proceedings of the 21st Annual Conference on Learning Theory, 2008
2007
Proceedings of the Advances in Neural Information Processing Systems 20, 2007
Proceedings of the Machine Learning, 2007
Proceedings of the Learning Theory, 20th Annual Conference on Learning Theory, 2007
2006
J. Mach. Learn. Res., 2006
Proceedings of the Advances in Neural Information Processing Systems 19, 2006