Horia Mania

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All published works

Action	Title	Year	Authors
+	Model Predictive Control via On-Policy Imitation Learning	2022	Kwangjun Ahn Zakaria Mhammedi Horia Mania Zhang-Wei Hong Ali Jadbabaie
+	Bandit Learning in Decentralized Matching Markets	2021	Lydia T. Liu Feng Ruan Horia Mania Michael I. Jordan
+	Time varying regression with hidden linear dynamics	2021	Ali Jadbabaie Horia Mania Devavrat Shah Suvrit Sra
+	Active Learning for Nonlinear System Identification with Guarantees.	2020	Horia Mania Michael I. Jordan Benjamin Recht
+	Bandit Learning in Decentralized Matching Markets	2020	Lydia T. Liu Feng Ruan Horia Mania Michael I. Jordan
+	Why do classifier accuracies show linear trends under distribution shift?	2020	Horia Mania Suvrit Sra
+	Active Learning for Nonlinear System Identification with Guarantees	2020	Horia Mania Michael I. Jordan Benjamin Recht
+ PDF Chat	On the Sample Complexity of the Linear Quadratic Regulator	2019	Sarah Dean Horia Mania Nikolai Matni Benjamin Recht Stephen Tu
+	Competing Bandits in Matching Markets	2019	Lydia T. Liu Horia Mania Michael I. Jordan
+	Model Similarity Mitigates Test Set Overuse	2019	Horia Mania J. J. Miller Ludwig Schmidt Moritz Hardt Benjamin Recht
+	Certainty Equivalent Control of LQR is Efficient.	2019	Horia Mania Stephen Tu Benjamin Recht
+	Certainty Equivalence is Efficient for Linear Quadratic Control	2019	Horia Mania Stephen Tu Benjamin Recht
+	Model Similarity Mitigates Test Set Overuse	2019	Horia Mania J. J. Miller Ludwig Schmidt Moritz Hardt Benjamin Recht
+	Competing Bandits in Matching Markets	2019	Lydia T. Liu Horia Mania Michael I. Jordan
+	Model Similarity Mitigates Test Set Overuse	2019	Horia Mania John Miller Ludwig Schmidt Moritz Hardt Benjamin Recht
+	Regret Bounds for Robust Adaptive Control of the Linear Quadratic Regulator	2018	Sarah Dean Horia Mania Nikolai Matni Benjamin Recht Stephen Tu
+	Simple random search provides a competitive approach to reinforcement learning	2018	Horia Mania Aurelia Guy Benjamin Recht
+	Learning Without Mixing: Towards A Sharp Analysis of Linear System Identification	2018	Max Simchowitz Horia Mania Stephen Tu Michael I. Jordan Benjamin Recht
+	On kernel methods for covariates that are rankings	2018	Horia Mania Aaditya Ramdas Martin J. Wainwright Michael I. Jordan Benjamin Recht
+	Learning Without Mixing: Towards A Sharp Analysis of Linear System Identification	2018	Max Simchowitz Horia Mania Stephen Tu Michael I. Jordan Benjamin Recht
+	Regret Bounds for Robust Adaptive Control of the Linear Quadratic Regulator	2018	Sarah Dean Horia Mania Nikolai Matni Benjamin Recht Stephen Tu
+	Simple random search provides a competitive approach to reinforcement learning	2018	Horia Mania Aurelia Guy Benjamin Recht
+	On the Sample Complexity of the Linear Quadratic Regulator	2017	Sarah Dean Horia Mania Nikolai Matni Benjamin Recht Stephen Tu
+ PDF Chat	Perturbed Iterate Analysis for Asynchronous Stochastic Optimization	2017	Horia Mania Xinghao Pan Dimitris Papailiopoulos Benjamin Recht Kannan Ramchandran Michael I. Jordan
+	Universality of Mallows' and degeneracy of Kendall's kernels for rankings.	2016	Horia Mania Aaditya Ramdas Martin J. Wainwright Michael I. Jordan Benjamin Recht
+	On kernel methods for covariates that are rankings	2016	Horia Mania Aaditya Ramdas Martin J. Wainwright Michael I. Jordan Benjamin Recht
+	On paths, stars and wyes in trees	2016	Sébastien Bubeck Katherine Edwards Horia Mania Cathryn Supko
+	On kernel methods for covariates that are rankings	2016	Horia Mania Aaditya Ramdas Martin J. Wainwright Michael I. Jordan Benjamin Recht
+	On paths, stars and wyes in trees	2016	Sébastien Bubeck Katherine Edwards Horia Mania Cathryn Supko
+	Perturbed Iterate Analysis for Asynchronous Stochastic Optimization	2015	Horia Mania Xinghao Pan Dimitris Papailiopoulos Benjamin Recht Kannan Ramchandran Michael I. Jordan
+	Perturbed Iterate Analysis for Asynchronous Stochastic Optimization	2015	Horia Mania Xinghao Pan Dimitris Papailiopoulos Benjamin Recht Kannan Ramchandran Michael I. Jordan
+	Wilmes' Conjecture and Boundary Divisors	2012	Horia Mania
+	Wilmes' Conjecture and Boundary Divisors	2012	Horia Mania

Common Coauthors

Coauthor	Papers Together
Benjamin Recht	22
Michael I. Jordan	15
Stephen Tu	8
Nikolai Matni	4
Lydia T. Liu	4
Sarah Dean	4
Aaditya Ramdas	4
Martin J. Wainwright	4
Moritz Hardt	3
Xinghao Pan	3
Kannan Ramchandran	3
Dimitris Papailiopoulos	3
Katherine Edwards	2
Sébastien Bubeck	2
J. J. Miller	2
Max Simchowitz	2
Aurelia Guy	2
Suvrit Sra	2
Cathryn Supko	2
Ali Jadbabaie	2
Feng Ruan	2
Ludwig Schmidt	2
Kwangjun Ahn	1
Devavrat Shah	1
Zhang-Wei Hong	1
Zakaria Mhammedi	1
John Miller	1
Ludwig Schmidt	1

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+	Learning Linear Dynamical Systems via Spectral Filtering	2017	Elad Hazan Karan Singh Cyril Zhang	5
+	Spectral Filtering for General Linear Dynamical Systems	2018	Elad Hazan Holden Lee Karan Singh Cyril Zhang Yi Zhang	4
+	Non-Asymptotic Analysis of Robust Control from Coarse-Grained Identification	2017	Stephen Tu Ross Boczar Andrew Packard Benjamin Recht	4
+	Gradient Descent Learns Linear Dynamical Systems	2018	Moritz Hardt Tengyu Ma Benjamin Recht	3
+	Benchmarking Deep Reinforcement Learning for Continuous Control	2016	Yan Duan Xi Chen Rein Houthooft John Schulman Pieter Abbeel	3
+	Introduction to the non-asymptotic analysis of random matrices	2010	Roman Vershynin	3
+	Theory of Convex Optimization for Machine Learning.	2014	Sébastien Bubeck	2
+	Multi-Player Bandits -- a Musical Chairs Approach	2015	Jonathan Rosenski Ohad Shamir Liran Szlak	2
+ PDF Chat	ARock: An Algorithmic Framework for Asynchronous Parallel Coordinate Updates	2016	Zhimin Peng Yangyang Xu Ming Yan Wotao Yin	2
+	Distributed Multi-Player Bandits - a Game of Thrones Approach	2018	Ilai Bistritz Amir Leshem	2
+	Group representations in probability and statistics	1988	Persi Diaconis	2
+ PDF Chat	Distributed Algorithms for Learning and Cognitive Medium Access with Logarithmic Regret	2011	Animashree Anandkumar Nithin Michael Ao Tang Ananthram Swami	2
+	On Variance Reduction in Stochastic Gradient Descent and its Asynchronous Variants	2015	Sashank J. Reddi Ahmed Hefny Suvrit Sra Barnabás Póczos Alex Smola	2
+	An Asynchronous Parallel Randomized Kaczmarz Algorithm	2014	Ji Liu Stephen J. Wright Srikrishna Sridhar	2
+	Multiplayer bandits without observing collision information	2018	Gábor Lugosi Abbas Mehrabian	2
+ PDF Chat	Randomized Smoothing for Stochastic Optimization	2012	John C. Duchi Peter L. Bartlett Martin J. Wainwright	2
+	YALMIP : a toolbox for modeling and optimization in MATLAB	2005	Johan Löfberg	2
+ PDF Chat	Revisiting Asynchronous Linear Solvers: Provable Convergence Rate through Randomization	2014	Haim Avron Alex Druinsky Anshul Gupta	2
+	On the Sample Complexity of the Linear Quadratic Regulator	2017	Sarah Dean Horia Mania Nikolai Matni Benjamin Recht Stephen Tu	2
+ PDF Chat	Finite time identification in unstable linear systems	2018	Mohamad Kazem Shirani Faradonbeh Ambuj Tewari George Michailidis	2
+	Factoring nonnegative matrices with linear programs	2012	Victor Bittorf Benjamin Recht Christopher Ré Joel A. Tropp	2
+	Distributed Delayed Stochastic Optimization	2011	Alekh Agarwal John C. Duchi	2
+	Contextual Decision Processes with Low Bellman Rank are PAC-Learnable	2016	Nan Jiang Akshay Krishnamurthy Alekh Agarwal John Langford Robert E. Schapire	2
+	Learning Without Mixing: Towards A Sharp Analysis of Linear System Identification	2018	Max Simchowitz Horia Mania Stephen Tu Michael I. Jordan Benjamin Recht	2
+	Cold Case: The Lost MNIST Digits	2019	Chhavi Yadav Léon Bottou	2
+ PDF Chat	Non-asymptotic Identification of LTI Systems from a Single Trajectory	2019	Samet Oymak Necmiye Özay	2
+ PDF Chat	Regret Analysis of Stochastic and Nonstochastic Multi-armed Bandit Problems	2012	Sébastien Bubeck Nicolò Cesa‐Bianchi	2
+ PDF Chat	A formula for computation of the real stability radius	1995	Li Qiu Bo Bernhardsson Anders Rantzer E.J. Davison Peter M. Young John C. Doyle	2
+ PDF Chat	A two-sample test for high-dimensional data with applications to gene-set testing	2010	Song Xi Chen Yingli Qin	2
+	Taming the Wild: A Unified Analysis of Hogwild!-Style Algorithms	2015	Christopher De Ce Zhang Kunle Olukotun Christopher Ré	2
+	Parallelized Stochastic Gradient Descent	2010	Martin Zinkevich Markus Weimer Lihong Li Alex Smola	2
+ PDF Chat	Asynchronous Stochastic Coordinate Descent: Parallelism and Convergence Properties	2015	Ji Liu Stephen J. Wright	2
+	Computational complexity of µ calculation	1993	Richard D. Braatz Peter M. Young John C. Doyle Manfred Morari	2
+ PDF Chat	Stochastic gradient descent, weighted sampling, and the randomized Kaczmarz algorithm	2015	Deanna Needell Nathan Srebro Rachel Ward	2
+ PDF Chat	Nonasymptotic bounds for autoregressive time series modeling	2001	Alexander Goldenshluger Assaf Zeevi	2
+	Asynchronous Parallel Block-Coordinate Frank-Wolfe	2014	Yuxiang Wang Veeranjaneyulu Sadhanala Wei Dai Willie Neiswanger Suvrit Sra Eric P. Xing	2
+	Gradient Descent Learns Linear Dynamical Systems	2016	Moritz Hardt Tengyu Ma Benjamin Recht	2
+	Analysis of feedback systems with structured uncertainties	1982	John C. Doyle	2
+	Online Least Squares Estimation with Self-Normalized Processes: An Application to Bandit Problems	2011	Yasin Abbasi-Yadkori Dávid Pál Csaba Szepesvári	2
+	Integral Probability Metrics and Their Generating Classes of Functions	1997	Alfred Müller	2
+	Thompson Sampling for Linear-Quadratic Control Problems	2017	Marc Abeille Alessandro Lazaric	2
+	Nonparametric estimation of transfer functions: rates of convergence and adaptation	1998	Alexander Goldenshluger	2
+	Competing bandits: Learning under competition	2017	Yishay Mansour Aleksandrs Slivkins Zhiwei Steven Wu	2
+	Global Convergence of Policy Gradient Methods for the Linear Quadratic Regulator	2018	Maryam Fazel Rong Ge Sham M. Kakade Mehran Mesbahi	2
+ PDF Chat	Distributed Learning in Multi-Armed Bandit With Multiple Players	2010	Keqin Liu Qing Zhao	2
+	HOGWILD!: A Lock-Free Approach to Parallelizing Stochastic Gradient Descent	2011	Feng Niu Benjamin Recht Christopher Ré Stephen J. Wright	2
+ PDF Chat	Linearly Parameterized Bandits	2010	Paat Rusmevichientong John N. Tsitsiklis	1
+ PDF Chat	Decentralized Learning for Multiplayer Multiarmed Bandits	2014	Dileep Kalathil Naumaan Nayyar Rahul Jain	1
+	Evacuation of standard Young tableaux and divisors on metric graphs	2012	Rohit Agrawal Vladimir Sotirov Fan Wei	1
+	ON THE LIKELIHOOD THAT ONE UNKNOWN PROBABILITY EXCEEDS ANOTHER IN VIEW OF THE EVIDENCE OF TWO SAMPLES	1933	W. R THOMPSON	1