IEEE J. Sel. Areas Inf. Theory

Keyphrases

Publications

volume 5, 2024

Jay Whang, Alliot Nagle, Anish Acharya, Hyeji Kim, Alexandros G. Dimakis
Neural Distributed Source Coding. IEEE J. Sel. Areas Inf. Theory 5 (2024)
Zinan Lin, Shuaiqi Wang, Vyas Sekar, Giulia Fanti
Summary Statistic Privacy in Data Sharing. IEEE J. Sel. Areas Inf. Theory 5 (2024)
Xinying Zou, Samir M. Perlaza, Iñaki Esnaola, Eitan Altman, H. Vincent Poor
The Worst-Case Data-Generating Probability Measure in Statistical Learning. IEEE J. Sel. Areas Inf. Theory 5 (2024)
Baturalp Buyukates, Jinhyun So, Hessam Mahdavifar, Salman Avestimehr
Erratum to "LightVeriFL: A Lightweight and Verifiable Secure Aggregation for Federated Learning". IEEE J. Sel. Areas Inf. Theory 5 (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 (2024)
Hassan ZivariFard, Rémi A. Chou
Secure Source Coding Resilient Against Compromised Users via an Access Structure. IEEE J. Sel. Areas Inf. Theory 5 (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 (2024)
Sundara Rajan Srinivasavaradhan, Pavlos Nikolopoulos, Christina Fragouli, Suhas N. Diggavi
Improving Group Testing via Gradient Descent. IEEE J. Sel. Areas Inf. Theory 5 (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 (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 (2024)
Ruizhi Zhang
Detection of Sparse Mixtures With Differential Privacy. IEEE J. Sel. Areas Inf. Theory 5 (2024)
Zirui Yan, Arpan Mukherjee, Burak Varici, Ali Tajer
Robust Causal Bandits for Linear Models. IEEE J. Sel. Areas Inf. Theory 5 (2024)
Shahab Asoodeh, Huanyu Zhang
Contraction of Locally Differentially Private Mechanisms. IEEE J. Sel. Areas Inf. Theory 5 (2024)
Monica Welfert, Gowtham R. Kurri, Kyle Otstot, Lalitha Sankar
Addressing GAN Training Instabilities via Tunable Classification Losses. IEEE J. Sel. Areas Inf. Theory 5 (2024)
Ahmed H. Salamah, Kaixiang Zheng, Linfeng Ye, En-Hui Yang
JPEG Compliant Compression for DNN Vision. IEEE J. Sel. Areas Inf. Theory 5 (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 (2024)
Elena Ghazi, Ibrahim Issa
Total Variation Meets Differential Privacy. IEEE J. Sel. Areas Inf. Theory 5 (2024)
Ruida Zhou, Chao Tian, Tie Liu
Exactly Tight Information-Theoretic Generalization Error Bound for the Quadratic Gaussian Problem. IEEE J. Sel. Areas Inf. Theory 5 (2024)
Mark Beliaev, Payam Delgosha, Hamed Hassani, Ramtin Pedarsani
Efficient and Robust Classification for Sparse Attacks. IEEE J. Sel. Areas Inf. Theory 5 (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 (2024)
Antonious M. Girgis, Suhas N. Diggavi
Multi-Message Shuffled Privacy in Federated Learning. IEEE J. Sel. Areas Inf. Theory 5 (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 (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 (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 (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 (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 (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 (2024)
Matteo Zecchin, Sangwoo Park, Osvaldo Simeone
Forking Uncertainties: Reliable Prediction and Model Predictive Control With Sequence Models via Conformal Risk Control. IEEE J. Sel. Areas Inf. Theory 5 (2024)
Shahrzad Kiani, Franziska Boenisch, Stark C. Draper
Controlled Privacy Leakage Propagation Throughout Overlapping Grouped Learning. IEEE J. Sel. Areas Inf. Theory 5 (2024)
Neophytos Charalambides, Hessam Mahdavifar, Mert Pilanci, Alfred O. Hero III
Iterative Sketching for Secure Coded Regression. IEEE J. Sel. Areas Inf. Theory 5 (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 (2024)
Elad Domanovitz, Anatoly Khina, Tal Philosof, Yuval Kochman
Information Velocity of Cascaded Gaussian Channels With Feedback. IEEE J. Sel. Areas Inf. Theory 5 (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 (2024)
Ezgi Özyilkan, Johannes Ballé, Elza Erkip
Neural Distributed Compressor Discovers Binning. IEEE J. Sel. Areas Inf. Theory 5 (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 (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 (2024)
Banghua Zhu, Ziao Wang, Nadim Ghaddar, Jiantao Jiao, Lele Wang
Noisy Computing of the OR and MAX Functions. IEEE J. Sel. Areas Inf. Theory 5 (2024)
Alireza Sadeghi, Gang Wang, Georgios B. Giannakis
Learning Robust to Distributional Uncertainties and Adversarial Data. IEEE J. Sel. Areas Inf. Theory 5 (2024)
Chen Xu, Jonghyeok Lee, Xiuyuan Cheng, Yao Xie
Flow-Based Distributionally Robust Optimization. IEEE J. Sel. Areas Inf. Theory 5 (2024)
Venugopal V. Veeravalli, Georgios Fellouris, George V. Moustakides
Quickest Change Detection With Controlled Sensing. IEEE J. Sel. Areas Inf. Theory 5 (2024)

volume 4, 2023