Conference Proceedings:

**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]

Workshops and Abstracts:

**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]