Mikhail Khodak
Mikhail Khodak
CMU
Verified email at cs.princeton.edu
Title
Cited by
Cited by
Year
Advances and open problems in federated learning
P Kairouz, HB McMahan, B Avent, A Bellet, M Bennis, AN Bhagoji, ...
arXiv preprint arXiv:1912.04977, 2019
9582019
A theoretical analysis of contrastive unsupervised representation learning
S Arora, H Khandeparkar, M Khodak, O Plevrakis, N Saunshi
ICML, 2019
183*2019
A large self-annotated corpus for sarcasm
M Khodak, N Saunshi, K Vodrahalli
LREC, 2017
1132017
Adaptive gradient-based meta-learning methods
M Khodak, MF Balcan, A Talwalkar
NeurIPS, 2019
1092019
Provable guarantees for gradient-based meta-learning
M Khodak, MF Balcan, A Talwalkar
ICML, 2019
75*2019
A la carte embedding: Cheap but effective induction of semantic feature vectors
M Khodak, N Saunshi, Y Liang, T Ma, B Stewart, S Arora
ACL, 2018
552018
Differentially private meta-learning
J Li, M Khodak, S Caldas, A Talwalkar
ICLR, 2019
402019
A compressed sensing view of unsupervised text embeddings, bag-of-n-grams, and LSTMs
S Arora, M Khodak, N Saunshi, K Vodrahalli
ICLR, 2018
392018
Automated wordnet construction using word embeddings
M Khodak, A Risteski, C Fellbaum, S Arora
SENSE, 12-23, 2017
272017
Geometry-Aware Gradient Algorithms for Neural Architecture Search
L Li, M Khodak, MF Balcan, A Talwalkar
ICLR, 2020
152020
Learning cloud dynamics to optimize spot instance bidding strategies
M Khodak, L Zheng, AS Lan, C Joe-Wong, M Chiang
INFOCOM, 2762-2770, 2018
152018
Direct fusion drive for interstellar exploration
SA Cohen, C Swanson, N McGreivy, A Raja, E Evans, P Jandovitz, ...
JBIS-Journal of the British Interplanetary Society 72 (2), 37-50, 2019
132019
A sample complexity separation between non-convex and convex meta-learning
N Saunshi, Y Zhang, M Khodak, S Arora
ICML, 2020
112020
Pixie: a social chatbot
O Adewale, A Beatson, D Buniatyan, J Ge, M Khodak, H Lee, N Prasad, ...
Alexa prize proceedings, 2017
112017
Reducing neutron emission from small fusion rocket engines
SA Cohen, M Chu-Cheong, R Feder, K Griffin, M Khodak, J Klabacha, ...
IAC, 7749-7759, 2015
102015
Extending and Improving Wordnet via Unsupervised Word Embeddings
M Khodak, A Risteski, C Fellbaum, S Arora
arXiv preprint arXiv:1705.00217, 2017
52017
Federated Hyperparameter Tuning: Challenges, Baselines, and Connections to Weight-Sharing
M Khodak, R Tu, T Li, L Li, MF Balcan, V Smith, A Talwalkar
arXiv preprint arXiv:2106.04502, 2021
2*2021
Rethinking Neural Operations for Diverse Tasks
N Roberts, M Khodak, T Dao, L Li, C Ré, A Talwalkar
arXiv preprint arXiv:2103.15798, 2021
12021
A simple setting for understanding neural architecture search with weight-sharing
M Khodak, L Li, N Roberts, MF Balcan, A Talwalkar
ICML AutoML Workshop, 2020
12020
Learning-to-learn non-convex piecewise-Lipschitz functions
MF Balcan, M Khodak, D Sharma, A Talwalkar
arXiv preprint arXiv:2108.08770, 2021
2021
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