Microsoft Research Lab - New York City - Microsoft Research: Publications

Publication

Constrained Episodic Reinforcement Learning in Concave-Convex and Knapsack Settings

Kiante Brantley, Miro Dudík, Thodoris Lykouris, Sobhan Miryoosefi, Max Simchowitz, Aleksandrs Slivkins, Wen Sun

June 2020

ArXiv | June 2020

Publication

Better Parameter-free Stochastic Optimization with ODE Updates for Coin-Betting

Keyi Chen, John Langford, Francesca Orabona

June 2020

arXiv.org | June 2020

Publication

Privacy Dependencies

Solon Barocas, Karen Levy

Washington Law Review | June 2020, Vol 95(2): pp. 555-615

Publication

Language (Technology) is Power: A Critical Survey of “Bias” in NLP

Su Lin Blodgett, Solon Barocas, Hal Daumé III, Hanna Wallach

ACL | June 2020

Video

Publication

Best of Both Worlds: Ex-Ante and Ex-Post Fairness in Resource Allocation

Rupert Freeman, Nisarg Shah, Rohit Vaish

EC’20 | May 2020

Publication

Active Imitation Learning With Noisy Guidance

Kianté Brantley, Amr Sharaf, Hal Daumé III

May 2020

ArXiv | May 2020

Publication

Prophet Inequalities with Linear Correlations and Augmentations

Nicole Immorlica, Sahil Singla, Bo Waggoner

EC’20 | May 2020

Publication

How good is good enough for COVID19 apps?

Gabriel Kaptchuk, Daniel G. Goldstein, Eszter Hargittai, Jake Hofman, Elissa M. Redmiles

May 2020

Preprint | May 2020

Project

Publication

On the Relationships Between the Grammatical Genders of Inanimate Nouns and their Co-Occurring Adjectives and Verbs

Adina Williams, Ryan Cotterell, Lawrence Wolf-Sonkin, Damian Blasi, Hanna Wallach

May 2020

ArXiv | May 2020

Publication

How visualizing inferential uncertainty can mislead readers about treatment effects in scientific results

Jake Hofman, Daniel G. Goldstein, Jessica Hullman

CHI 2020 | April 2020

Microsoft Research Lab – New York City

Publications