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Publication search results
found 37 matches
- 2024
- Gholamali Aminian
, Mohammad Saeed Masiha
, Laura Toni
, Miguel R. D. Rodrigues
:
Learning Algorithm Generalization Error Bounds via Auxiliary Distributions. IEEE J. Sel. Areas Inf. Theory 5: 273-284 (2024) - Shahab Asoodeh
, Huanyu Zhang
:
Contraction of Locally Differentially Private Mechanisms. IEEE J. Sel. Areas Inf. Theory 5: 385-395 (2024) - Mark Beliaev
, Payam Delgosha
, Hamed Hassani
, Ramtin Pedarsani
:
Efficient and Robust Classification for Sparse Attacks. IEEE J. Sel. Areas Inf. Theory 5: 261-272 (2024) - Baturalp Buyukates
, Jinhyun So
, Hessam Mahdavifar
, Salman Avestimehr:
LightVeriFL: A Lightweight and Verifiable Secure Aggregation for Federated Learning. IEEE J. Sel. Areas Inf. Theory 5: 285-301 (2024) - Neophytos Charalambides
, Hessam Mahdavifar
, Mert Pilanci
, Alfred O. Hero III
:
Iterative Sketching for Secure Coded Regression. IEEE J. Sel. Areas Inf. Theory 5: 148-161 (2024) - Yanyan Dong, Shenghao Yang, Jie Wang, Fan Cheng:
Throughput and Latency Analysis for Line Networks With Outage Links. IEEE J. Sel. Areas Inf. Theory 5: 464-477 (2024) - Ariel K. Feldman
, Praveen Venkatesh
, Douglas J. Weber
, Pulkit Grover
:
Information-Theoretic Tools to Understand Distributed Source Coding in Neuroscience. IEEE J. Sel. Areas Inf. Theory 5: 509-519 (2024) - Songtao Feng
, Ming Yin, Ruiquan Huang, Yu-Xiang Wang
, Jing Yang
, Yingbin Liang
:
Toward General Function Approximation in Nonstationary Reinforcement Learning. IEEE J. Sel. Areas Inf. Theory 5: 190-206 (2024) - Anand Jerry George, Lekshmi Ramesh, Aditya Vikram Singh
, Himanshu Tyagi
:
Continual Mean Estimation Under User-Level Privacy. IEEE J. Sel. Areas Inf. Theory 5: 28-43 (2024) - Elena Ghazi
, Ibrahim Issa
:
Total Variation Meets Differential Privacy. IEEE J. Sel. Areas Inf. Theory 5: 207-220 (2024) - Antonious M. Girgis
, Suhas N. Diggavi
:
Multi-Message Shuffled Privacy in Federated Learning. IEEE J. Sel. Areas Inf. Theory 5: 12-27 (2024) - Faisal Hamman
, Erfaun Noorani, Saumitra Mishra
, Daniele Magazzeni, Sanghamitra Dutta
:
Robust Algorithmic Recourse Under Model Multiplicity With Probabilistic Guarantees. IEEE J. Sel. Areas Inf. Theory 5: 357-368 (2024) - Osama A. Hanna
, Antonious M. Girgis
, Christina Fragouli
, Suhas N. Diggavi
:
Differentially Private Stochastic Linear Bandits: (Almost) for Free. IEEE J. Sel. Areas Inf. Theory 5: 135-147 (2024) - Shahrzad Kiani
, Franziska Boenisch
, Stark C. Draper
:
Controlled Privacy Leakage Propagation Throughout Overlapping Grouped Learning. IEEE J. Sel. Areas Inf. Theory 5: 442-463 (2024) - Zinan Lin, Shuaiqi Wang
, Vyas Sekar, Giulia Fanti
:
Summary Statistic Privacy in Data Sharing. IEEE J. Sel. Areas Inf. Theory 5: 369-384 (2024) - Ezgi Özyilkan
, Johannes Ballé
, Elza Erkip
:
Neural Distributed Compressor Discovers Binning. IEEE J. Sel. Areas Inf. Theory 5: 246-260 (2024) - Hyun-Young Park
, Seung-Hyun Nam
, Si-Hyeon Lee
:
Exactly Optimal and Communication-Efficient Private Estimation via Block Designs. IEEE J. Sel. Areas Inf. Theory 5: 123-134 (2024) - Bhagyashree Puranik
, Ozgur Guldogan
, Upamanyu Madhow, Ramtin Pedarsani
:
Long-Term Fairness in Sequential Multi-Agent Selection With Positive Reinforcement. IEEE J. Sel. Areas Inf. Theory 5: 424-441 (2024) - Daria Reshetova
, Wei-Ning Chen
, Ayfer Özgür
:
Training Generative Models From Privatized Data via Entropic Optimal Transport. IEEE J. Sel. Areas Inf. Theory 5: 221-235 (2024) - Alireza Sadeghi
, Gang Wang
, Georgios B. Giannakis
:
Learning Robust to Distributional Uncertainties and Adversarial Data. IEEE J. Sel. Areas Inf. Theory 5: 105-122 (2024) - Ahmed H. Salamah, Kaixiang Zheng, Linfeng Ye, En-Hui Yang:
JPEG Compliant Compression for DNN Vision. IEEE J. Sel. Areas Inf. Theory 5: 520-533 (2024) - Mohamed Seif
, Yanxi Chen
, Andrea J. Goldsmith
, H. Vincent Poor
:
Differentially Private Sketch-and-Solve for Community Detection via Semidefinite Programming. IEEE J. Sel. Areas Inf. Theory 5: 331-346 (2024) - Giuseppe Serra
, Photios A. Stavrou
, Marios Kountouris
:
On the Computation of the Gaussian Rate-Distortion-Perception Function. IEEE J. Sel. Areas Inf. Theory 5: 314-330 (2024) - Sundara Rajan Srinivasavaradhan
, Pavlos Nikolopoulos
, Christina Fragouli
, Suhas N. Diggavi
:
Improving Group Testing via Gradient Descent. IEEE J. Sel. Areas Inf. Theory 5: 236-245 (2024) - Xinyi Tong
, Jian Xu
, Shao-Lun Huang
:
On the Fundamental Limit of Distributed Learning With Interchangable Constrained Statistics. IEEE J. Sel. Areas Inf. Theory 5: 396-406 (2024) - Sahel Torkamani, Javad B. Ebrahimi
, Parastoo Sadeghi
, Rafael G. L. D'Oliveira
, Muriel Médard
:
Optimal Binary Differential Privacy via Graphs. IEEE J. Sel. Areas Inf. Theory 5: 162-174 (2024) - Venugopal V. Veeravalli
, Georgios Fellouris
, George V. Moustakides
:
Quickest Change Detection With Controlled Sensing. IEEE J. Sel. Areas Inf. Theory 5: 1-11 (2024) - Jay Whang
, Alliot Nagle
, Anish Acharya
, Hyeji Kim, Alexandros G. Dimakis
:
Neural Distributed Source Coding. IEEE J. Sel. Areas Inf. Theory 5: 493-508 (2024) - Chen Xu
, Jonghyeok Lee, Xiuyuan Cheng
, Yao Xie
:
Flow-Based Distributionally Robust Optimization. IEEE J. Sel. Areas Inf. Theory 5: 62-77 (2024) - Yauhen Yakimenka, Chung-Wei Weng, Hsuan-Yin Lin
, Eirik Rosnes
, Jörg Kliewer
:
Straggler-Resilient Differentially Private Decentralized Learning. IEEE J. Sel. Areas Inf. Theory 5: 407-423 (2024)
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