Gregory W. Wornell

1. Co-regularized Alignment for Unsupervised Domain Adaptation
   2018/11/13 by Abhishek Kumar, Prasanna Sattigeri, Kumar, Abhishek +10 · 9 citations
   Computer Science · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
2. Thermometer: Towards Universal Calibration for Large Language Models
   2024/02/20 by Maohao Shen, Subhro Das, Shen, Maohao +9 · 9 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Topic Modeling
3. Operator SVD with Neural Networks via Nested Low-Rank Approximation
   2024/02/06 by J. Jon Ryu, Ryu, J. Jon, Xiangxiang Xu +9 · 9 citations
   Computer Science · Engineering · Physics and Astronomy · #Advanced Numerical Analysis Techniques #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Model Reduction and Neural Networks #Neural Networks and Applications #Numerical Analysis (math.NA)
4. Satori: Reinforcement Learning with Chain-of-Action-Thought Enhances LLM Reasoning via Autoregressive Search
   2025/02/04 by Maohao Shen, Shen, Maohao, Guangtao Zeng +17 · 13 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Reinforcement Learning in Robotics #Software Engineering Research
5. 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
6. Information-theoretic Characterizations of Generalization Error for the Gibbs Algorithm
   2022/10/18 by Gholamali Aminian, Aminian, Gholamali, Yuheng Bu +7 · 2 citations
   Computer Science · #FOS: Computer and information sciences #Information Theory (cs.IT) #Machine Learning and Algorithms #Machine Learning and ELM #Neural Networks and Applications
7. Efficient Straggler Replication in Large-scale Parallel Computing
   2015/03/11 by Wang Da, Wang, Da, Gauri Joshi +3 · 1 citation
   Computer Science · #C.4 #Cloud Computing and Resource Management #Distributed #F.2.2 #FOS: Computer and information sciences #IoT and Edge/Fog Computing #Parallel #Stochastic Gradient Optimization Techniques #and Cluster Computing (cs.DC)
8. Score-based Source Separation with Applications to Digital Communication Signals
   2023/06/26 by Tejas Jayashankar, Gary C.F. Lee, Jayashankar, Tejas +9 · 3 citations
   Computer Science · #Speech and Audio Processing #Blind Source Separation Techniques #Music and Audio Processing
9. Update-Efficiency and Local Repairability Limits for Capacity\n Approaching Codes
   2013/05/14 by Arya Mazumdar, Venkat Chandar, Mazumdar, Arya +3 · 1 citation
   Computer Science · #Advanced Data Storage Technologies #Caching and Content Delivery #Distributed systems and fault tolerance
10. RF Challenge: The Data-Driven Radio Frequency Signal Separation Challenge
    2024/09/13 by Alejandro Lancho, Amir Weiss, Lancho, Alejandro +11 · 3 citations
    Engineering · Physics and Astronomy · #Advanced Frequency and Time Standards #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Particle accelerators and beam dynamics #Radio Astronomy Observations and Technology #Signal Processing (eess.SP) #electronic engineering #information engineering
11. A Computationally Efficient Method for Learning Exponential Family\n Distributions
    2021/10/28 by Abhin Shah, Shah, Abhin, Devavrat Shah +3 · 1 citation
    Computer Science · Mathematics · #Bayesian Methods and Mixture Models #Bayesian Modeling and Causal Inference #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Algorithms #Statistical Methods and Inference
12. Direct Localization in Underwater Acoustics via Convolutional Neural Networks: A Data-Driven Approach
    2022/07/20 by Amir Weiss, Weiss, Amir, Toros Arikan +3 · 1 citation
    Earth and Planetary Sciences · Engineering · Computer Science · #Underwater Acoustics Research #Underwater Vehicles and Communication Systems #Speech and Audio Processing
13. A refined analysis of the Poisson channel in the high-photon-efficiency regime
    2014/01/22 by Ligong Wang, Gregory W. Wornell, Wang, Ligong +1 · 1 citation
    Computer Science · Physics and Astronomy · #Quantum Information and Cryptography #Quantum Mechanics and Applications #Quantum Computing Algorithms and Architecture