Get our free extension to see links to code for papers anywhere online!

Chrome logo  Add to Chrome

Firefox logo Add to Firefox

A Provably Efficient Model-Free Posterior Sampling Method for Episodic Reinforcement Learning


Aug 23, 2022
Christoph Dann, Mehryar Mohri, Tong Zhang, Julian Zimmert

Add code

* Dann C, Mohri M, Zhang T, Zimmert J. A provably efficient model-free posterior sampling method for episodic reinforcement learning. Advances in Neural Information Processing Systems. 2021 Dec 6;34:12040-51 

   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

Private Domain Adaptation from a Public Source


Aug 12, 2022
Raef Bassily, Mehryar Mohri, Ananda Theertha Suresh

Add code


   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

Stochastic Online Learning with Feedback Graphs: Finite-Time and Asymptotic Optimality


Jun 20, 2022
Teodor V. Marinov, Mehryar Mohri, Julian Zimmert

Add code


   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

Guarantees for Epsilon-Greedy Reinforcement Learning with Function Approximation


Jun 19, 2022
Christoph Dann, Yishay Mansour, Mehryar Mohri, Ayush Sekhari, Karthik Sridharan

Add code

* to appear at ICML 2022 

   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

Strategizing against Learners in Bayesian Games


May 17, 2022
Yishay Mansour, Mehryar Mohri, Jon Schneider, Balasubramanian Sivan

Add code


   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

$\mathscr{H}$-Consistency Estimation Error of Surrogate Loss Minimizers


May 16, 2022
Pranjal Awasthi, Anqi Mao, Mehryar Mohri, Yutao Zhong

Add code

* ICML 2022 (long presentation) 

   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

Differentially Private Learning with Margin Guarantees


Apr 21, 2022
Raef Bassily, Mehryar Mohri, Ananda Theertha Suresh

Add code


   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

On the Existence of the Adversarial Bayes Classifier (Extended Version)


Dec 03, 2021
Pranjal Awasthi, Natalie S. Frank, Mehryar Mohri

Add code

* 49 pages, 8 figures. Extended version of the paper "On the Existence of the Adversarial Bayes Classifier" published in NeurIPS 

   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

A Field Guide to Federated Optimization


Jul 14, 2021
Jianyu Wang, Zachary Charles, Zheng Xu, Gauri Joshi, H. Brendan McMahan, Blaise Aguera y Arcas, Maruan Al-Shedivat, Galen Andrew, Salman Avestimehr, Katharine Daly, Deepesh Data, Suhas Diggavi, Hubert Eichner, Advait Gadhikar, Zachary Garrett, Antonious M. Girgis, Filip Hanzely, Andrew Hard, Chaoyang He, Samuel Horvath, Zhouyuan Huo, Alex Ingerman, Martin Jaggi, Tara Javidi, Peter Kairouz, Satyen Kale, Sai Praneeth Karimireddy, Jakub Konecny, Sanmi Koyejo, Tian Li, Luyang Liu, Mehryar Mohri, Hang Qi, Sashank J. Reddi, Peter Richtarik, Karan Singhal, Virginia Smith, Mahdi Soltanolkotabi, Weikang Song, Ananda Theertha Suresh, Sebastian U. Stich, Ameet Talwalkar, Hongyi Wang, Blake Woodworth, Shanshan Wu, Felix X. Yu, Honglin Yuan, Manzil Zaheer, Mi Zhang, Tong Zhang, Chunxiang Zheng, Chen Zhu, Wennan Zhu

Add code


   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

Adapting to Misspecification in Contextual Bandits


Jul 12, 2021
Dylan J. Foster, Claudio Gentile, Mehryar Mohri, Julian Zimmert

Add code

* Appeared at NeurIPS 2020 

   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email
1
2
3
4
5
6
7
>>