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Sivakanth Gopi
Sivakanth Gopi
Microsoft Research
Verified email at microsoft.com - Homepage
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Year
Textbooks are all you need
S Gunasekar, Y Zhang, J Aneja, CCT Mendes, A Del Giorno, S Gopi, ...
arXiv preprint arXiv:2306.11644, 2023
2432023
Differentially private fine-tuning of language models
D Yu, S Naik, A Backurs, S Gopi, HA Inan, G Kamath, J Kulkarni, YT Lee, ...
arXiv preprint arXiv:2110.06500, 2021
2332021
2-server PIR with subpolynomial communication
Z Dvir, S Gopi
Journal of the ACM (JACM) 63 (4), 1-15, 2016
1782016
Numerical composition of differential privacy
S Gopi, YT Lee, L Wutschitz
Advances in Neural Information Processing Systems 34, 11631-11642, 2021
1262021
One-bit compressed sensing: Provable support and vector recovery
S Gopi, P Netrapalli, P Jain, A Nori
International Conference on Machine Learning, 154-162, 2013
962013
Phi-2: The surprising power of small language models
M Javaheripi, S Bubeck, M Abdin, J Aneja, S Bubeck, CCT Mendes, ...
Microsoft Research Blog, 2023
642023
Trellis BMA: Coded trace reconstruction on IDS channels for DNA storage
SR Srinivasavaradhan, S Gopi, HD Pfister, S Yekhanin
2021 IEEE International Symposium on Information Theory (ISIT), 2453-2458, 2021
512021
Private convex optimization via exponential mechanism
S Gopi, YT Lee, D Liu
Conference on Learning Theory, 1948-1989, 2022
462022
Maximally recoverable LRCs: A field size lower bound and constructions for few heavy parities
S Gopi, V Guruswami, S Yekhanin
IEEE Transactions on Information Theory 66 (10), 6066-6083, 2020
422020
Fast and memory efficient differentially private-sgd via jl projections
Z Bu, S Gopi, J Kulkarni, YT Lee, H Shen, U Tantipongpipat
Advances in Neural Information Processing Systems 34, 19680-19691, 2021
402021
Competitive analysis of the top-K ranking problem
X Chen, S Gopi, J Mao, J Schneider
Proceedings of the Twenty-Eighth Annual ACM-SIAM Symposium on Discrete…, 2017
402017
Differentially private set union
S Gopi, P Gulhane, J Kulkarni, JH Shen, M Shokouhi, S Yekhanin
International Conference on Machine Learning, 3627-3636, 2020
382020
Locally testable and locally correctable codes approaching the Gilbert-Varshamov bound
S Gopi, S Kopparty, R Oliveira, N Ron-Zewi, S Saraf
IEEE Transactions on Information Theory 64 (8), 5813-5831, 2018
382018
Generic reed-solomon codes achieve list-decoding capacity
J Brakensiek, S Gopi, V Makam
Proceedings of the 55th Annual ACM Symposium on Theory of Computing, 1488-1501, 2023
262023
Improved maximally recoverable LRCs using skew polynomials
S Gopi, V Guruswami
IEEE Transactions on Information Theory 68 (11), 7198-7214, 2022
252022
Locally private hypothesis selection
S Gopi, G Kamath, J Kulkarni, A Nikolov, ZS Wu, H Zhang
Conference on Learning Theory, 1785-1816, 2020
232020
On the number of rich lines in truly high dimensional sets
Z Dvir, S Gopi
arXiv preprint arXiv:1412.1060, 2014
192014
Gaussian width bounds with applications to arithmetic progressions in random settings
J Brit, S Gopi
International Mathematics Research Notices 2020 (22), 8673-8696, 2020
182020
Outlaw distributions and locally decodable codes
J Brit, Z Dvir, S Gopi
arXiv preprint arXiv:1609.06355, 2016
172016
On maximally recoverable local reconstruction codes
S Gopi, V Guruswami, S Yekhanin
Electronic Colloquium on Computational Complexity 24, 183, 2017
152017
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