Jog, Varun

1. Generalization Error Bounds for Noisy, Iterative Algorithms
   2018/01/12 by Pensia, Ankit, Jog, Varun, Loh, Po-Ling · 5 citations
   #FOS: Computer and information sciences #Information Theory (cs.IT) #Machine Learning (cs.LG) #Machine Learning (stat.ML)
2. Optimal Rates for Community Estimation in the Weighted Stochastic Block Model
   2017/06/05 by Xu, Min, Jog, Varun, Loh, Po-Ling · 3 citations
   #90B15 #FOS: Mathematics #Statistics Theory (math.ST)
3. Robust regression with covariate filtering: Heavy tails and adversarial contamination
   2020/09/27 by Pensia, Ankit, Jog, Varun, Loh, Po-Ling · 4 citations
   #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Statistics Theory (math.ST)
4. Information and estimation in Fokker-Planck channels
   2017/02/13 by Wibisono, Andre, Jog, Varun, Loh, Po-Ling · 2 citations
   #FOS: Computer and information sciences #FOS: Mathematics #Information Theory (cs.IT) #Statistics Theory (math.ST)
5. Unifying the Brascamp-Lieb Inequality and the Entropy Power Inequality
   2019/01/20 by Venkat Anantharam, Varun Jog, Anantharam, Venkat +3 · 2 citations
   Biochemistry, Genetics and Molecular Biology · Mathematics · Physics and Astronomy · #94A17 #FOS: Computer and information sciences #FOS: Mathematics #Information Theory (cs.IT) #Mathematical Inequalities and Applications #NF-κB Signaling Pathways #Probability (math.PR) #Statistical Mechanics and Entropy
6. The Many Faces of Adversarial Risk
   2022/01/22 by Muni Sreenivas Pydi, Pydi, Muni Sreenivas, Varun Jog +1 · 2 citations
   Biochemistry, Genetics and Molecular Biology · Social Sciences · #Bacillus and Francisella bacterial research #FOS: Computer and information sciences #Information Theory (cs.IT) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Nuclear Issues and Defense
7. Communication-constrained hypothesis testing: Optimality, robustness, and reverse data processing inequalities
   2022/06/06 by Ankit Pensia, Pensia, Ankit, Varun Jog +3 · 2 citations
   Computer Science · Engineering · #Data Structures and Algorithms (cs.DS) #Distributed Sensor Networks and Detection Algorithms #FOS: Computer and information sciences #FOS: Mathematics #Information Theory (cs.IT) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Statistics Theory (math.ST) #Wireless Communication Security Techniques
8. Simple Binary Hypothesis Testing under Local Differential Privacy and Communication Constraints
   2023/01/09 by Ankit Pensia, Pensia, Ankit, Amir R. Asadi +5 · 2 citations
   Computer Science · Engineering · #Adversarial Robustness in Machine Learning #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #FOS: Mathematics #Information Theory (cs.IT) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Privacy-Preserving Technologies in Data #Statistics Theory (math.ST) #Wireless Communication Security Techniques
9. An entropy inequality for symmetric random variables
   2018/01/11 by Jing Hao, Varun Jog, Hao, Jing +1 · 1 citation
   Engineering · Biochemistry, Genetics and Molecular Biology · #Wireless Communication Security Techniques #Diffusion and Search Dynamics
10. Extracting robust and accurate features via a robust information\n bottleneck
    2019/10/15 by Ankit Pensia, Varun Jog, Pensia, Ankit +3 · 1 citation
    Computer Science · #Adversarial Robustness in Machine Learning #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Information Theory (cs.IT) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and ELM
11. The Sample Complexity of Distributed Simple Binary Hypothesis Testing under Information Constraints
    2025/06/16 by Hadi Kazemi, Ankit Pensia, Kazemi, Hadi +3 · 2 citations
    Engineering · #Fault Detection and Control Systems
12. The Sample Complexity of Simple Binary Hypothesis Testing
    2024/03/25 by Ankit Pensia, Varun Jog, Pensia, Ankit +3 · 1 citation
    Engineering · Decision Sciences · Computer Science · #Fault Detection and Control Systems #Advanced Statistical Process Monitoring #Machine Learning and Data Classification
13. An information inequality for the BSSC channel
    2009/01/12 by Varun Jog, Chandra Nair, Jog, Varun +1 · 1 citation
    Engineering · Computer Science · #Wireless Communication Security Techniques #Cooperative Communication and Network Coding #Error Correcting Code Techniques
14. Channels, Remote Estimation and Queueing Systems With A Utilization-Dependent Component: A Unifying Survey Of Recent Results
    2019/05/10 by Varun Jog, Jog, Varun, Richard J. La +5 · 1 citation
    Computer Science · #Age of Information Optimization #Applications (stat.AP) #Distributed Sensor Networks and Detection Algorithms #Energy Efficient Wireless Sensor Networks #FOS: Computer and information sciences #FOS: Electrical engineering #FOS: Mathematics #Information Theory (cs.IT) #Optimization and Control (math.OC) #Signal Processing (eess.SP) #electronic engineering #information engineering