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Ness B. Shroff

  1. Update or Wait: How to Keep Your Data Fresh
    2017/08/03 by Yin Sun, Elif Uysal‐Biyikoglu, Elif Uysal-Biyikoglu +3 · 53 citations
    Computer Science · Medicine · Psychology · #Age of Information Optimization #Congenital Heart Disease Studies #Cognitive Functions and Memory
  2. Theory on Forgetting and Generalization of Continual Learning
    2023/02/12 by Sen Lin, Peizhong Ju, Lin, Sen +5 · 8 citations
    Computer Science · #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications
  3. A Change-Detection based Framework for Piecewise-stationary Multi-Armed Bandit Problem
    2017/11/08 by Fang Liu, Liu, Fang, Joohyun Lee +3 · 5 citations
    Decision Sciences · Engineering · Computer Science · #Advanced Bandit Algorithms Research #Smart Grid Energy Management #Machine Learning and Algorithms
  4. The Age of Information in Multihop Networks
    2017/12/25 by Ahmed M. Bedewy, Yin Sun, Bedewy, Ahmed M. +3 · 5 citations
    Computer Science · Engineering · Medicine · #FOS: Computer and information sciences #Information Theory (cs.IT) #Networking and Internet Architecture (cs.NI)
  5. Optimizing Data Freshness, Throughput, and Delay in Multi-Server\n Information-Update Systems
    2016/03/20 by Ahmed M. Bedewy, Bedewy, Ahmed M., Ness B. Shroff +2 · 3 citations
    Computer Science · Engineering · Psychology · #Age of Information Optimization #Cognitive Functions and Memory #FOS: Computer and information sciences #Information Theory (cs.IT) #IoT Networks and Protocols
  6. Multi-Armed Bandits with Local Differential Privacy
    2020/07/06 by Wenbo Ren, Ren, Wenbo, Xingyu Zhou +5 · 3 citations
    Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Age of Information Optimization #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Privacy-Preserving Technologies in Data
  7. No-Regret Algorithms for Time-Varying Bayesian Optimization
    2021/02/11 by Xingyu Zhou, Ness B. Shroff, Zhou, Xingyu +1 · 3 citations
    Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Advanced Multi-Objective Optimization Algorithms #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG)
  8. Age-optimal Scheduling over Hybrid Channels
    2020/12/17 by Jia-Yu Pan, Ahmed M. Bedewy, Pan, Jiayu +4 · 2 citations
    Computer Science · Engineering · Psychology · #Age of Information Optimization #Cognitive Functions and Memory #FOS: Computer and information sciences #Information Theory (cs.IT) #IoT Networks and Protocols
  9. Analysis of Thompson Sampling for Graphical Bandits Without the Graphs
    2018/05/23 by Fang Liu, Liu, Fang, Zizhan Zheng +3 · 2 citations
    Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimization and Search Problems #Reinforcement Learning in Robotics
  10. High Throughput Low Delay Wireless Multicast via Multi-Channel Moving Window Codes
    2018/01/05 by Fei Wu, Yin Sun, Wu, Fei +9 · 1 citation
    Computer Science · Engineering · #Advanced MIMO Systems Optimization #Advanced Wireless Network Optimization #Cooperative Communication and Network Coding #FOS: Computer and information sciences #Information Theory (cs.IT)
  11. Balancing Queueing and Retransmission: Latency-Optimal Massive MIMO Design
    2019/02/20 by Xu Du, Du, Xu, Yin Sun +5 · 1 citation
    Engineering · Computer Science · #Advanced MIMO Systems Optimization #Advanced Wireless Network Optimization #Cooperative Communication and Network Coding
  12. Large Language Models Achieve Gold Medal Performance at the International Olympiad on Astronomy & Astrophysics (IOAA)
    2025/10/06 by Lucas Carrit Delgado Pinheiro, Pinheiro, Lucas Carrit Delgado, Ziru Chen +13 · 3 voices · 1 citation
    Computer Science · Physics and Astronomy · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Physical sciences #Instrumentation and Methods for Astrophysics (astro-ph.IM) #Topic Modeling #astro-ph.IM #cs.AI #cs.CL
  13. Broadening Target Distributions for Accelerated Diffusion Models via a Novel Analysis Approach
    2024/02/21 by Yuchen Liang, Liang, Yuchen, Peizhong Ju +5 · 2 citations
    Computer Science · Mathematics · #Advanced Mathematical Modeling in Engineering #Differential Equations and Numerical Methods #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Signal Processing (eess.SP) #electronic engineering #information engineering
  14. On the Generalization Power of Overfitted Two-Layer Neural Tangent Kernel Models
    2021/03/09 by Peizhong Ju, Xiaojun Lin, Ju, Peizhong +3 · 1 citation
    Computer Science · #Neural Networks and Applications #Machine Learning and ELM #Stochastic Gradient Optimization Techniques
  15. Delay-Optimal Buffer-Aware Scheduling with Adaptive Transmission
    2016/09/12 by Xiang Chen, Wei Chen, Chen, Xiang +5 · 1 citation
    Computer Science · Engineering · #Advanced MIMO Systems Optimization #Advanced Wireless Network Optimization #FOS: Computer and information sciences #Information Theory (cs.IT) #Wireless Communication Networks Research
  16. Absorb and Converge: Provable Convergence Guarantee for Absorbing Discrete Diffusion Models
    2025/06/02 by Yuchen Liang, Liang, Yuchen, Lifeng Lai +6 · 6 citations
    Computer Science · Engineering · #Advanced Mathematical Modeling in Engineering #Advanced Numerical Methods in Computational Mathematics #FOS: Computer and information sciences #FOS: Electrical engineering #FOS: Mathematics #Machine Learning (cs.LG) #Signal Processing (eess.SP) #Statistics Theory (math.ST) #electronic engineering #information engineering
  17. Integrating Sub-6 GHz and Millimeter Wave to Combat Blockage: Delay-Optimal Scheduling
    2019/01/04 by Guidan Yao, Yao, Guidan, Morteza Hashemi +3 · 1 citation
    Computer Science · Engineering · #Advanced MIMO Systems Optimization #FOS: Computer and information sciences #Information Theory (cs.IT) #Millimeter-Wave Propagation and Modeling #Networking and Internet Architecture (cs.NI) #Wireless Networks and Protocols
  18. On the Generalization Power of the Overfitted Three-Layer Neural Tangent Kernel Model
    2022/06/04 by Peizhong Ju, Xiaojun Lin, Ju, Peizhong +3 · 1 citation
    Computer Science · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and ELM #Neural Networks and Applications #Statistics Theory (math.ST)
  19. Delay-Optimal and Energy-Efficient Communications with Markovian Arrivals
    2019/08/30 by Xiaoyu Zhao, Wei Chen, Zhao, Xiaoyu +5 · 1 citation
    Computer Science · Engineering · #Advanced MIMO Systems Optimization #Advanced Wireless Network Optimization #Cooperative Communication and Network Coding #FOS: Computer and information sciences #Information Theory (cs.IT)
  20. Optimal Sampling for Data Freshness: Unreliable Transmissions With Random Two-Way Delay
    2023/02/01 by Jiayu Pan, Ahmed M. Bedewy, Yin Sun +1 · 1 citation
  21. Near-Optimal Partially Observable Reinforcement Learning with Partial Online State Information
    2023/06/14 by Ming Shi, Shi, Ming, Yingbin Liang +3 · 1 citation
    Computer Science · Engineering · Materials Science · #Advancements in Photolithography Techniques #Artificial Intelligence (cs.AI) #Copper Interconnects and Reliability #FOS: Computer and information sciences #Machine Learning (cs.LG) #VLSI and Analog Circuit Testing
  22. Generalization Performance of Transfer Learning: Overparameterized and Underparameterized Regimes
    2023/06/08 by Peizhong Ju, Ju, Peizhong, Sen Lin +7 · 1 citation
    Computer Science · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Machine Learning and ELM
  23. Scheduling with Rate Adaptation under Incomplete Knowledge of Channel/Estimator Statistics
    2010/08/11 by Wenzhuo Ouyang, Ouyang, Wenzhuo, Sugumar Murugesan +5 · 2 citations
    Computer Science · Engineering · #Advanced MIMO Systems Optimization #Advanced Wireless Network Optimization #FOS: Computer and information sciences #Networking and Internet Architecture (cs.NI) #Wireless Networks and Protocols
  24. Achieving Sample and Computational Efficient Reinforcement Learning by Action Space Reduction via Grouping
    2023/06/22 by Yining Li, Li, Yining, Peizhong Ju +3 · 1 citation
    Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reinforcement Learning in Robotics
  25. Provably Efficient Multi-Objective Bandit Algorithms under Preference-Centric Customization
    2025/02/19 by Linfeng Cao, Ming Shi, Cao, Linfeng +3 · 1 citation
    Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Advanced Multi-Objective Optimization Algorithms #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification
  26. Theory on Score-Mismatched Diffusion Models and Zero-Shot Conditional Samplers
    2024/10/17 by Yuchen Liang, Liang, Yuchen, Peizhong Ju +5 · 2 citations
    Mathematics · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Statistical Methods and Inference
  27. AI Safety vs. AI Security: Demystifying the Distinction and Boundaries
    2025/06/21 by Zhiqiang Lin, Lin, Zhiqiang, Huan Sun +3 · 2 citations
    Social Sciences · #Artificial Intelligence (cs.AI) #Computers and Society (cs.CY) #Cryptography and Security (cs.CR) #Ethics and Social Impacts of AI #FOS: Computer and information sciences
  28. BeST -- A Novel Source Selection Metric for Transfer Learning
    2025/01/19 by Ashutosh Soni, Peizhong Ju, Soni, Ashutosh +5 · 1 citation
    Computer Science · #Speech Recognition and Synthesis