papers
Publications (10)
math.CO2012
Wilmes' Conjecture and Boundary Divisors
Horia Mania
cs.LG2018
Simple random search provides a competitive approach to reinforcement learning
Horia Mania, Aurelia Guy, Benjamin Recht
cs.LG2018
Regret Bounds for Robust Adaptive Control of the Linear Quadratic Regulator
Sarah Dean, Horia Mania, Nikolai Matni +2
math.OC2019
Certainty Equivalence is Efficient for Linear Quadratic Control
Horia Mania, Stephen Tu, Benjamin Recht
math.OC2018
On the Sample Complexity of the Linear Quadratic Regulator
Sarah Dean, Horia Mania, Nikolai Matni +2
stat.ML2017
On kernel methods for covariates that are rankings
Horia Mania, Aaditya Ramdas, Martin J. Wainwright +2
math.CO2016
On paths, stars and wyes in trees
Sébastien Bubeck, Katherine Edwards, Horia Mania +1
cs.LG2019
Model Similarity Mitigates Test Set Overuse
Horia Mania, John Miller, Ludwig Schmidt +2
cs.LG2018
Learning Without Mixing: Towards A Sharp Analysis of Linear System Identification
Max Simchowitz, Horia Mania, Stephen Tu +2
stat.ML2016
Perturbed Iterate Analysis for Asynchronous Stochastic Optimization
Horia Mania, Xinghao Pan, Dimitris Papailiopoulos +3