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Hassani, Hamed
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1

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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2

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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3

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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4

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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5

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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6

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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7

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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8

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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9

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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10

Efficient and Robust Classification for Sparse Attacks:

, In: 2022 IEEE International Symposium on Information Theory (ISIT),
Beliaev, Mark ; Delgosha, Payam ; Hassani, Hamed. - p. 3150-3155 , 2022
Link: https://doi.org/10.1109/..
 
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11

Adaptive Node Participation for Straggler-Resilient Federat..:

, In: ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP),
Reisizadeh, Amirhossein ; Tziotis, Isidoros ; Hassani, Hamed.. - p. 8762-8766 , 2022
Link: https://doi.org/10.1109/..
 
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12

Neural Estimation of the Rate-Distortion Function for Massi..:

, In: 2022 IEEE International Symposium on Information Theory (ISIT),
Lei, Eric ; Hassani, Hamed ; Bidokhti, Shirin Saeedi - p. 608-613 , 2022
Link: https://doi.org/10.1109/..
 
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13

Performance-Robustness Tradeoffs in Adversarially Robust Li..:

, In: 2022 IEEE 61st Conference on Decision and Control (CDC),
Lee, Bruce D. ; Zhang, Thomas T.C.K. ; Hassani, Hamed. - p. 3416-3423 , 2022
Link: https://doi.org/10.1109/..
 
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14

Robust Classification Under $\ell_0$ Attack for the Gaussia..:

Delgosha, Payam ; Hassani, Hamed ; Pedarsani, Ramtin
SIAM Journal on Mathematics of Data Science.  4 (2022)  1 - p. 362-385 , 2022
Link: https://doi.org/10.1137/..
 
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15

Measure-theoretic bounds on the spectral radius of graphs f..:

Barreras, Francisco ; Hayhoe, Mikhail ; Hassani, Hamed.
Linear Algebra and its Applications.  625 (2021)  - p. 126-145 , 2021
Link: https://doi.org/10.1016/..
 
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