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Publication search results
found 191 matches
- 2024
- Avishek Ghosh, Abishek Sankararaman, Kannan Ramchandran, Tara Javidi, Arya Mazumdar:
Competing Bandits in Non-Stationary Matching Markets. IEEE Trans. Inf. Theory 70(4): 2831-2850 (2024) - Namiko Matsumoto, Arya Mazumdar, Soumyabrata Pal:
Improved Support Recovery in Universal 1-bit Compressed Sensing. IEEE Trans. Inf. Theory 70(2): 1453-1472 (2024) - 2023
- Arya Mazumdar:
Capacity of Locally Recoverable Codes. IEEE J. Sel. Areas Inf. Theory 4: 276-285 (2023) - Xiaofan Yu, Lucy Cherkasova, Harsh Vardhan, Quanling Zhao, Emily Ekaireb, Xiyuan Zhang, Arya Mazumdar, Tajana Rosing:
Async-HFL: Efficient and Robust Asynchronous Federated Learning in Hierarchical IoT Networks. IoTDI 2023: 236-248 - Heng Zhu, Avishek Ghosh, Arya Mazumdar:
Optimal Compression of Unit Norm Vectors in the High Distortion Regime. ISIT 2023: 719-724 - Xiaofan Yu, Ludmila Cherkasova, Harsh Vardhan, Quanling Zhao, Emily Ekaireb, Xiyuan Zhang, Arya Mazumdar, Tajana Rosing:
Async-HFL: Efficient and Robust Asynchronous Federated Learning in Hierarchical IoT Networks. CoRR abs/2301.06646 (2023) - Yash Chandak, Shiv Shankar, Venkata Gandikota, Philip S. Thomas, Arya Mazumdar:
Optimization using Parallel Gradient Evaluations on Multiple Parameters. CoRR abs/2302.03161 (2023) - Daniel Hsu, Arya Mazumdar:
On the sample complexity of estimation in logistic regression. CoRR abs/2307.04191 (2023) - Heng Zhu, Avishek Ghosh, Arya Mazumdar:
Optimal Compression of Unit Norm Vectors in the High Distortion Regime. CoRR abs/2307.07941 (2023) - Namiko Matsumoto, Arya Mazumdar:
Robust 1-bit Compressed Sensing with Iterative Hard Thresholding. CoRR abs/2310.08019 (2023) - 2022
- Venkata Gandikota, Daniel Kane, Raj Kumar Maity, Arya Mazumdar:
vqSGD: Vector Quantized Stochastic Gradient Descent. IEEE Trans. Inf. Theory 68(7): 4573-4587 (2022) - Soumyabrata Pal, Arya Mazumdar:
On Learning Mixture Models with Sparse Parameters. AISTATS 2022: 9182-9213 - Sami Davies, Arya Mazumdar, Soumyabrata Pal, Cyrus Rashtchian:
Lower Bounds on the Total Variation Distance Between Mixtures of Two Gaussians. ALT 2022: 319-341 - Namiko Matsumoto, Arya Mazumdar:
Binary Iterative Hard Thresholding Converges with Optimal Number of Measurements for 1-Bit Compressed Sensing. FOCS 2022: 813-822 - Soumyabrata Pal, Arya Mazumdar, Rajat Sen, Avishek Ghosh:
On Learning Mixture of Linear Regressions in the Non-Realizable Setting. ICML 2022: 17202-17220 - Arya Mazumdar, Soumyabrata Pal:
Support Recovery in Universal One-Bit Compressed Sensing. ITCS 2022: 106:1-106:20 - Arya Mazumdar, Soumyabrata Pal:
On Learning Mixture Models with Sparse Parameters. CoRR abs/2202.11940 (2022) - Avishek Ghosh, Arya Mazumdar, Soumyabrata Pal, Rajat Sen:
On Learning Mixture of Linear Regressions in the Non-Realizable Setting. CoRR abs/2205.13166 (2022) - Avishek Ghosh, Abishek Sankararaman, Kannan Ramchandran, Tara Javidi, Arya Mazumdar:
Decentralized Competing Bandits in Non-Stationary Matching Markets. CoRR abs/2206.00120 (2022) - Sainyam Galhotra, Arya Mazumdar, Soumyabrata Pal, Barna Saha:
Community Recovery in the Geometric Block Model. CoRR abs/2206.11303 (2022) - Namiko Matsumoto, Arya Mazumdar:
Binary Iterative Hard Thresholding Converges with Optimal Number of Measurements for 1-Bit Compressed Sensing. CoRR abs/2207.03427 (2022) - Harsh Vardhan, Avishek Ghosh, Arya Mazumdar:
An Improved Algorithm for Clustered Federated Learning. CoRR abs/2210.11538 (2022) - Namiko Matsumoto, Arya Mazumdar, Soumyabrata Pal:
Improved Support Recovery in Universal One-bit Compressed Sensing. CoRR abs/2210.16657 (2022) - 2021
- Avishek Ghosh, Raj Kumar Maity, Swanand Kadhe, Arya Mazumdar, Kannan Ramchandran:
Communication-Efficient and Byzantine-Robust Distributed Learning With Error Feedback. IEEE J. Sel. Areas Inf. Theory 2(3): 942-953 (2021) - Akshay Krishnamurthy, Arya Mazumdar, Andrew McGregor, Soumyabrata Pal:
Trace Reconstruction: Generalized and Parameterized. IEEE Trans. Inf. Theory 67(6): 3233-3250 (2021) - Arya Mazumdar, Soumyabrata Pal:
Semisupervised Clustering by Queries and Locally Encodable Source Coding. IEEE Trans. Inf. Theory 67(2): 1141-1155 (2021) - Venkata Gandikota, Daniel Kane, Raj Kumar Maity, Arya Mazumdar:
vqSGD: Vector Quantized Stochastic Gradient Descent. AISTATS 2021: 2197-2205 - Saikiran Bulusu, Venkata Gandikota, Arya Mazumdar, Ankit Singh Rawat, Pramod K. Varshney:
Byzantine Resilient Distributed Clustering with Redundant Data Assignment. ISIT 2021: 2143-2148 - Larkin Flodin, Arya Mazumdar:
Probabilistic Group Testing with a Linear Number of Tests. ISIT 2021: 1248-1253 - Nishant Yadav, Rajat Sen, Daniel N. Hill, Arya Mazumdar, Inderjit S. Dhillon:
Session-Aware Query Auto-completion using Extreme Multi-Label Ranking. KDD 2021: 3835-3844
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