Ashish Khisti

1. Information-Theoretic Generalization Bounds for SGLD via Data-Dependent\n Estimates
   2019/11/05 by Jeffrey Negrea, Mahdi Haghifam, Negrea, Jeffrey +7 · 9 citations
   Computer Science · #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 Algorithms #Stochastic Gradient Optimization Techniques
2. Variational Model Inversion Attacks
   2022/01/26 by Kuan-Chieh Wang, Wang, Kuan-Chieh, Yan Fu +9 · 8 citations
   Biochemistry, Genetics and Molecular Biology · Computer Science · Medicine · #Adversarial Robustness in Machine Learning #Autopsy Techniques and Outcomes #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Forensic and Genetic Research #Machine Learning (cs.LG)
3. Sharpened Generalization Bounds based on Conditional Mutual Information and an Application to Noisy, Iterative Algorithms
   2020/04/27 by Mahdi Haghifam, Jeffrey Negrea, Haghifam, Mahdi +7 · 7 citations
   Engineering · Computer Science · #Sparse and Compressive Sensing Techniques #Remote-Sensing Image Classification #Image and Signal Denoising Methods
4. An Explicit Rate-Optimal Streaming Code for Channels with Burst and\n Arbitrary Erasures
   2019/04/11 by Elad Domanovitz, Domanovitz, Elad, Silas L. Fong +3 · 4 citations
   Biochemistry, Genetics and Molecular Biology · Computer Science · Engineering · #Advanced Wireless Network Optimization #Cooperative Communication and Network Coding #DNA and Biological Computing #FOS: Computer and information sciences #Information Theory (cs.IT)
5. Diversity Embedded Streaming Erasure Codes (DE-SCo): Constructions and\n Optimality
   2010/07/10 by Ahmed Noah Badr, Ashish Khisti, Badr, Ahmed +3 · 2 citations
   Computer Science · #Cooperative Communication and Network Coding #Caching and Content Delivery #Advanced Data Storage Technologies
6. Secure Transmission With Multiple Antennas—Part II: The MIMOME Wiretap Channel
   2010/10/20 by Ashish Khisti, Gregory W. Wornell · 13 citations
   Engineering · Computer Science · Biochemistry, Genetics and Molecular Biology · #Wireless Communication Security Techniques #Cooperative Communication and Network Coding #DNA and Biological Computing
7. On the Choice of Perception Loss Function for Learned Video Compression
   2023/05/30 by Sadaf Salehkalaibar, Salehkalaibar, Sadaf, Buu Phan +7 · 3 citations
   Computer Science · Engineering · #Advanced Image Processing Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Signal Denoising Methods #Image and Video Processing (eess.IV) #Information Theory (cs.IT) #Machine Learning (cs.LG) #Sparse and Compressive Sensing Techniques #electronic engineering #information engineering
8. Multi-Draft Speculative Sampling: Canonical Decomposition and Theoretical Limits
   2024/10/23 by Ashish Khisti, Khisti, Ashish, Mohammadreza Ebrahimi +9 · 4 citations
   Computer Science · #Computation and Language (cs.CL) #Data Analysis with R #Distributed #FOS: Computer and information sciences #Information Theory (cs.IT) #Machine Learning (cs.LG) #Parallel #Statistical and Computational Modeling #Time Series Analysis and Forecasting #and Cluster Computing (cs.DC)
9. Rate-Distortion-Perception Tradeoff Based on the Conditional-Distribution Perception Measure
   2024/01/22 by Sadaf Salehkalaibar, Salehkalaibar, Sadaf, Jun Chen +5 · 1 citation
   Engineering · #FOS: Computer and information sciences #Information Theory (cs.IT) #Machine Learning (cs.LG) #Sparse and Compressive Sensing Techniques #Wireless Communication Security Techniques
10. Robust Federated Finetuning of Foundation Models via Alternating Minimization of LoRA
    2024/09/04 by Shuangyi Chen, Chen, Shuangyi, Yue Ju +7 · 1 citation
    Engineering · #Distributed #FOS: Computer and information sciences #Infrastructure Maintenance and Monitoring #Machine Learning (cs.LG) #Parallel #and Cluster Computing (cs.DC)
11. Minimum Entropy Coupling with Bottleneck
    2024/10/29 by Mohammadreza Ebrahimi, Jun Chen, Ebrahimi, M. Reza +3 · 1 citation
    Computer Science · #FOS: Computer and information sciences #Image and Signal Denoising Methods #Information Theory (cs.IT) #Machine Learning (cs.LG) #Neural Networks and Applications