A Sample Complexity Separation between Non-Convex and Convex Meta-Learning. ICML 2020.

Nikunj Saunshi, Yi Zhang, Mikhail Khodak, Sanjeev Arora.
[paper] [arXiv] [talk]

Differentially Private Meta-Learning. ICLR 2020.

Jeffrey Li, Mikhail Khodak, Sebastian Caldas, Ameet Talwalkar.
[paper] [arXiv] [slides]

Adaptive Gradient-Based Meta-Learning Methods. NeurIPS 2019.

Mikhail Khodak, Maria-Florina Balcan, Ameet Talwalkar.
[paper] [arXiv] [poster] [slides] [code] [blog] [talk]

A Theoretical Analysis of Contrastive Unsupervised Representation Learning. ICML 2019.

Sanjeev Arora, Hrishikesh Khandeparkar, Mikhail Khodak, Orestis Plevrakis, Nikunj Saunshi.
[paper] [arXiv] [poster] [slides] [data] [blog] [talk]

Provable Guarantees for Gradient-Based Meta-Learning. ICML 2019.

Mikhail Khodak, Maria-Florina Balcan, Ameet Talwalkar.
[paper] [arXiv] [poster] [code] [data]

A La Carte Embedding: Cheap but Effective Induction of Semantic Feature Vectors. ACL 2018.

Mikhail Khodak*, Nikunj Saunshi*, Yingyu Liang, Tengyu Ma, Brandon Stewart, Sanjeev Arora.
[paper] [arXiv] [slides] [code] [data] [blog] [talk]

A Compressed Sensing View of Unsupervised Text Embeddings, Bag-of-n-Grams, and LSTMs. ICLR 2018.

Sanjeev Arora, Mikhail Khodak, Nikunj Saunshi, Kiran Vodrahalli.
[paper] [poster] [slides] [code] [data] [blog]

A Large Self-Annotated Corpus for Sarcasm. LREC 2018.

Mikhail Khodak, Nikunj Saunshi, Kiran Vodrahalli.
[paper] [arXiv] [code] [data] [CBC] [Quartz] [The Register]

Learning Cloud Dynamics to Optimize Spot Instance Bidding Strategies. INFOCOM 2018.

Mikhail Khodak, Liang Zheng, Andrew S. Lan, Carlee Joe-Wong, Mung Chiang.
[paper] [supplement] [slides]

Automated WordNet Construction Using Word Embeddings. SENSE 2017.

Mikhail Khodak, Andrej Risteski, Christiane Fellbaum, Sanjeev Arora.
[paper] [arXiv] [poster] [data]

Development and Application of a Multi-Fluid Simulation Code for Modeling Interpenetrating Plasmas. DPP 2015.

Mikhail Khodak, Richard L. Berger, Thomas Chapman, Jeffrey A. F. Hittinger.
[poster]

Reducing Neutron Emission from Small Fusion Rocket Engines. IAC 2015.

Samuel A. Cohen, Michael Chu-Cheong, Russell Feder, Kevin Griffin, Mikhail Khodak, Jonathan Klabacha, Eric Meier, Sarah Newbury, Michael Palusczek.
[paper]