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Hassani, Hamed
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1

Binary Classification Under ℓ0 Attacks for General Noise Di..:

Delgosha, Payam ; Hassani, Hamed ; Pedarsani, Ramtin
IEEE Transactions on Information Theory.  70 (2024)  2 - p. 1284-1299 , 2024
Link: https://doi.org/10.1109/..
 
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2

Efficient and Robust Classification for Sparse Attacks:

Beliaev, Mark ; Delgosha, Payam ; Hassani, Hamed.
IEEE Journal on Selected Areas in Information Theory.  5 (2024)  - p. 261-272 , 2024
Link: https://doi.org/10.1109/..
 
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3

Toward Certified Robustness Against Real-World Distribution..:

, In: 2023 IEEE Conference on Secure and Trustworthy Machine Learning (SaTML),
Wu, Haoze ; Tagomori, Teruhiro ; Robey, Alexander... - p. 537-553 , 2023
Link: https://doi.org/10.1109/..
 
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4

Adversarial Tradeoffs in Robust State Estimation:

, In: 2023 American Control Conference (ACC),
Zhang, Thomas T. C. K. ; Lee, Bruce D. ; Hassani, Hamed. - p. 4083-4089 , 2023
Link: https://doi.org/10.23919..
 
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5

Channel Coding at Low Capacity:

Fereydounian, Mohammad ; Hassani, Hamed ; Jamali, Mohammad Vahid.
IEEE Journal on Selected Areas in Information Theory.  4 (2023)  - p. 351-362 , 2023
Link: https://doi.org/10.1109/..
 
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6

Generalization Properties of Adversarial Training for -ℓ0 B..:

, In: 2023 IEEE Information Theory Workshop (ITW),
Delgosha, Payam ; Hassani, Hamed ; Pedarsani, Ramtin - p. 113-118 , 2023
Link: https://doi.org/10.1109/..
 
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7

Provable Tradeoffs in Adversarially Robust Classification:

Dobriban, Edgar ; Hassani, Hamed ; Hong, David.
IEEE Transactions on Information Theory.  69 (2023)  12 - p. 7793-7822 , 2023
Link: https://doi.org/10.1109/..
 
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8

Provably Private Distributed Averaging Consensus: An Inform..:

Fereydounian, Mohammad ; Mokhtari, Aryan ; Pedarsani, Ramtin.
IEEE Transactions on Information Theory.  69 (2023)  11 - p. 7317-7335 , 2023
Link: https://doi.org/10.1109/..
 
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9

Federated Neural Compression Under Heterogeneous Data:

, In: 2023 IEEE International Symposium on Information Theory (ISIT),
Lei, Eric ; Hassani, Hamed ; Bidokhti, Shirin Saeedi - p. 525-530 , 2023
Link: https://doi.org/10.1109/..
 
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10

Chordal Sparsity for Lipschitz Constant Estimation of Deep ..:

, In: 2022 IEEE 61st Conference on Decision and Control (CDC),
Xue, Anton ; Lindemann, Lars ; Robey, Alexander... - p. 3389-3396 , 2022
Link: https://doi.org/10.1109/..
 
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11

Binary Classification Under ℓ0 Attacks for General Noise Di..:

, In: 2022 IEEE International Symposium on Information Theory (ISIT),
Delgosha, Payam ; Hassani, Hamed ; Pedarsani, Ramtin - p. 1731-1736 , 2022
Link: https://doi.org/10.1109/..
 
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12

Neural Estimation of the Rate-Distortion Function With Appl..:

Lei, Eric ; Hassani, Hamed ; Saeedi Bidokhti, Shirin
IEEE Journal on Selected Areas in Information Theory.  3 (2022)  4 - p. 674-686 , 2022
Link: https://doi.org/10.1109/..
 
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13

Distributed Statistical Min-Max Learning in the Presence of..:

, In: 2022 IEEE 61st Conference on Decision and Control (CDC),
Adibi, Arman ; Mitra, Aritra ; Pappas, George J.. - p. 4179-4184 , 2022
Link: https://doi.org/10.1109/..
 
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14

Integrated fracture characterization of Asmari reservoir in..:

Khadivi, Kourosh ; Alinaghi, Mojtaba ; Dehghani, Saeed...
Journal of Petroleum Exploration and Production Technology.  12 (2022)  7 - p. 1867-1887 , 2022
Link: https://doi.org/10.1007/..
 
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15

Low-Complexity Decoding of a Class of Reed-Muller Subcodes ..:

, In: ICC 2022 - IEEE International Conference on Communications,
Jamali, Mohammad Vahid ; Fereydounian, Mohammad ; Mahdavifar, Hessam. - p. 123-128 , 2022
Link: https://doi.org/10.1109/..
 
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