Követés
Mikhail Khodak
Mikhail Khodak
CMU
E-mail megerősítve itt: cs.princeton.edu
Cím
Hivatkozott rá
Hivatkozott rá
Év
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
74172021
A theoretical analysis of contrastive unsupervised representation learning
S Arora, H Khandeparkar, M Khodak, O Plevrakis, N Saunshi
ICML, 2019
909*2019
Adaptive gradient-based meta-learning methods
M Khodak, MF Balcan, A Talwalkar
NeurIPS, 2019
4252019
A large self-annotated corpus for sarcasm
M Khodak, N Saunshi, K Vodrahalli
LREC, 2017
3002017
Provable guarantees for gradient-based meta-learning
M Khodak, MF Balcan, A Talwalkar
ICML, 2019
183*2019
Differentially private meta-learning
J Li, M Khodak, S Caldas, A Talwalkar
ICLR, 2019
1622019
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
1362018
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
106*2021
Geometry-Aware Gradient Algorithms for Neural Architecture Search
L Li, M Khodak, MF Balcan, A Talwalkar
ICLR, 2020
862020
Initialization and Regularization of Factorized Neural Layers
M Khodak, N Tenenholtz, L Mackey, N Fusi
ICLR, 2021
642021
NAS-Bench-360: Benchmarking Neural Architecture Search on Diverse Tasks
R Tu, N Roberts, M Khodak, J Shen, F Sala, A Talwalkar
60*2022
Cross-modal fine-tuning: Align then refine
J Shen, L Li, LM Dery, C Staten, M Khodak, G Neubig, A Talwalkar
International Conference on Machine Learning, 31030-31056, 2023
572023
A compressed sensing view of unsupervised text embeddings, bag-of-n-grams, and LSTMs
S Arora, M Khodak, N Saunshi, K Vodrahalli
ICLR, 2018
542018
Automated wordnet construction using word embeddings
M Khodak, A Risteski, C Fellbaum, S Arora
SENSE, 12-23, 2017
492017
Efficient architecture search for diverse tasks
J Shen, M Khodak, A Talwalkar
Advances in Neural Information Processing Systems 35, 16151-16164, 2022
442022
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
392022
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
352021
Learning cloud dynamics to optimize spot instance bidding strategies
M Khodak, L Zheng, AS Lan, C Joe-Wong, M Chiang
INFOCOM, 2762-2770, 2018
312018
Learning predictions for algorithms with predictions
M Khodak, MFF Balcan, A Talwalkar, S Vassilvitskii
Advances in Neural Information Processing Systems 35, 3542-3555, 2022
302022
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
302019
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