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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, ...
Foundations and Trends® in Machine Learning 14 (1–2), 1-210, 2021
50082021
A theoretical analysis of contrastive unsupervised representation learning
S Arora, H Khandeparkar, M Khodak, O Plevrakis, N Saunshi
ICML, 2019
714*2019
Adaptive gradient-based meta-learning methods
M Khodak, MF Balcan, A Talwalkar
NeurIPS, 2019
3432019
A large self-annotated corpus for sarcasm
M Khodak, N Saunshi, K Vodrahalli
LREC, 2017
2472017
Provable guarantees for gradient-based meta-learning
M Khodak, MF Balcan, A Talwalkar
ICML, 2019
165*2019
Differentially private meta-learning
J Li, M Khodak, S Caldas, A Talwalkar
ICLR, 2019
129*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
1082018
Federated hyperparameter tuning: Challenges, baselines, and connections to weight-sharing
M Khodak, R Tu, T Li, L Li, MFF Balcan, V Smith, A Talwalkar
Advances in Neural Information Processing Systems 34, 19184-19197, 2021
75*2021
Geometry-Aware Gradient Algorithms for Neural Architecture Search
L Li, M Khodak, MF Balcan, A Talwalkar
ICLR, 2020
712020
A compressed sensing view of unsupervised text embeddings, bag-of-n-grams, and LSTMs
S Arora, M Khodak, N Saunshi, K Vodrahalli
ICLR, 2018
502018
Automated wordnet construction using word embeddings
M Khodak, A Risteski, C Fellbaum, S Arora
SENSE, 12-23, 2017
442017
Initialization and Regularization of Factorized Neural Layers
M Khodak, N Tenenholtz, L Mackey, N Fusi
ICLR, 2021
342021
Learning cloud dynamics to optimize spot instance bidding strategies
M Khodak, L Zheng, AS Lan, C Joe-Wong, M Chiang
INFOCOM, 2762-2770, 2018
302018
NAS-Bench-360: Benchmarking Neural Architecture Search on Diverse Tasks
R Tu, N Roberts, M Khodak, J Shen, F Sala, A Talwalkar
29*2022
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
232019
Rethinking neural operations for diverse tasks
N Roberts, M Khodak, T Dao, L Li, C Ré, A Talwalkar
Advances in Neural Information Processing Systems 34, 15855-15869, 2021
222021
A sample complexity separation between non-convex and convex meta-learning
N Saunshi, Y Zhang, M Khodak, S Arora
ICML, 2020
212020
Learning predictions for algorithms with predictions
M Khodak, MFF Balcan, A Talwalkar, S Vassilvitskii
Advances in Neural Information Processing Systems 35, 3542-3555, 2022
192022
A deeper look at zero-cost proxies for lightweight NAS
C White, M Khodak, R Tu, S Shah, S Bubeck
ICLR Blog Track 445, 2022
192022
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
172015
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