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Krishnamachari, Bhaskar

  1. Combinatorial Network Optimization with Unknown Variables: Multi-Armed Bandits with Linear Rewards
    2010/11/22 by Yi Gai, Bhaskar Krishnamachari, Gai, Yi +3 · 5 citations
    Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Networking and Internet Architecture (cs.NI) #Optimization and Control (math.OC) #Optimization and Search Problems #Probability (math.PR) #Reinforcement Learning in Robotics
  2. Deep Reinforcement Learning for Dynamic Multichannel Access in Wireless Networks
    2018/02/20 by Wang, Shangxing, Liu, Hanpeng, Gomes, Pedro Henrique +1 · 4 citations
    #FOS: Computer and information sciences #Networking and Internet Architecture (cs.NI)
  3. Blockchain in a nutshell
    2022/04/29 by Duc A. Tran, Tran, Duc A., Bhaskar Krishnamachari +1 · 1 voice
    #cs.CR #cs.DC #cs.GT
  4. GKAN: Graph Kolmogorov-Arnold Networks
    2024/06/10 by Kiamari, Mehrdad, Kiamari, Mohammad, Krishnamachari, Bhaskar · 8 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  5. Federated Learning for Internet of Things: Applications, Challenges, and Opportunities
    2021/11/15 by Tuo Zhang, Lei Gao, Zhang, Tuo +9 · 3 citations
    Computer Science · Social Sciences · #FOS: Computer and information sciences #Internet Traffic Analysis and Secure E-voting #Machine Learning (cs.LG) #Privacy, Security, and Data Protection #Privacy-Preserving Technologies in Data
  6. Closed-Form Whittle's Index-Enabled Random Access for Timely Status Update
    2019/10/29 by Sun, Jingzhou, Jiang, Zhiyuan, Krishnamachari, Bhaskar +2 · 2 citations
    #FOS: Computer and information sciences #Information Theory (cs.IT) #Networking and Internet Architecture (cs.NI)
  7. A Survey on the Applications of Zero-Knowledge Proofs
    2024/08/01 by Lavin, Ryan, Liu, Xuekai, Mohanty, Hardhik +3 · 5 citations
    #Computational Complexity (cs.CC) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences
  8. Multi-modal Misinformation Detection: Approaches, Challenges and Opportunities
    2022/03/25 by Sara Abdali, Abdali, Sara, shaham, Sina +1 · 2 citations
    Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Computers and Society (cs.CY) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Misinformation and Its Impacts #Multimedia (cs.MM) #Sentiment Analysis and Opinion Mining #Social and Information Networks (cs.SI) #Spam and Phishing Detection
  9. The Non-Bayesian Restless Multi-Armed Bandit: a Case of Near-Logarithmic Regret
    2010/11/22 by Dai, Wenhan, Gai, Yi, Krishnamachari, Bhaskar +1 · 1 citation
    #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Networking and Internet Architecture (cs.NI) #Optimization and Control (math.OC) #Probability (math.PR)
  10. Correlation-Aware Neural Networks for DDoS Attack Detection In IoT Systems
    2023/02/15 by Arvin Hekmati, Nishant Jethwa, Hekmati, Arvin +5 · 2 citations
    Computer Science · #Anomaly Detection Techniques and Applications #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Internet Traffic Analysis and Secure E-voting #Network Security and Intrusion Detection
  11. Online Learning Schemes for Power Allocation in Energy Harvesting Communications
    2016/07/08 by Sakulkar, Pranav, Krishnamachari, Bhaskar · 1 citation
    #FOS: Computer and information sciences #Machine Learning (cs.LG)
  12. Can Decentralized Status Update Achieve Universally Near-Optimal Age-of-Information in Wireless Multiaccess Channels?
    2018/03/22 by Zhiyuan Jiang, Jiang, Zhiyuan, Bhaskar Krishnamachari +5 · 1 citation
    Computer Science · Medicine · Physics and Astronomy · #Age of Information Optimization #Atomic and Subatomic Physics Research #Congenital Heart Disease Studies #FOS: Computer and information sciences #Information Theory (cs.IT) #Networking and Internet Architecture (cs.NI)
  13. Can an LLM-Powered Socially Assistive Robot Effectively and Safely Deliver Cognitive Behavioral Therapy? A Study With University Students
    2024/02/27 by Kian, Mina J., Zong, Mingyu, Fischer, Katrin +10 · 2 citations
    #FOS: Computer and information sciences #Robotics (cs.RO)
  14. Integrating Large Language Models with Internet of Things Applications
    2024/10/25 by Zong, Mingyu, Hekmati, Arvin, Guastalla, Michael +2 · 2 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences
  15. Partitioning and Placement of Deep Neural Networks on Distributed Edge Devices to Maximize Inference Throughput
    2022/10/21 by Parthasarathy, Arjun, Krishnamachari, Bhaskar · 1 citation
    #FOS: Computer and information sciences #Networking and Internet Architecture (cs.NI)
  16. a survey on GPT-3
    2022/12/01 by Zong, Mingyu, Krishnamachari, Bhaskar · 1 citation
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  17. Decentralized Online Learning Algorithms for Opportunistic Spectrum Access
    2011/04/01 by Yi Gai, Gai, Yi, Bhaskar Krishnamachari +1 · 2 citations
    Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Age of Information Optimization #Cognitive Radio Networks and Spectrum Sensing #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Networking and Internet Architecture (cs.NI) #Probability (math.PR)
  18. LLM-Assisted Rule Based Machine Translation for Low/No-Resource Languages
    2024/05/14 by Jared Coleman, Bhaskar Krishnamachari, Coleman, Jared +5 · 1 voice · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #cs.CL
  19. Testing learning-enabled cyber-physical systems with Large-Language Models: A Formal Approach
    2023/11/13 by Xi Zheng, Aloysius K. Mok, Zheng, Xi +13 · 1 citation
    Engineering · Computer Science · #Safety Systems Engineering in Autonomy #Adversarial Robustness in Machine Learning #Software Reliability and Analysis Research
  20. Incentivizing Private Data Sharing in Vehicular Networks: A Game-Theoretic Approach
    2023/09/22 by AlSaqabi, Yousef, Krishnamachari, Bhaskar · 1 citation
    #Computer Science and Game Theory (cs.GT) #FOS: Computer and information sciences #FOS: Electrical engineering #Systems and Control (eess.SY) #electronic engineering #information engineering
  21. PISA: An Adversarial Approach To Comparing Task Graph Scheduling Algorithms
    2024/03/11 by Jared Coleman, Coleman, Jared, Bhaskar Krishnamachari +1 · 1 citation
    Computer Science · Engineering · #Cloud Computing and Resource Management #Distributed #FOS: Computer and information sciences #Optimization and Search Problems #Parallel #Scheduling and Optimization Algorithms #and Cluster Computing (cs.DC)
  22. Modeling and Analysis of Crypto-Backed Over-Collateralized Stable Derivatives in DeFi
    2024/02/28 by Zhenbang Feng, Feng, Zhenbang, Hardhik Mohanty +3 · 1 citation
    Computer Science · #Chaos-based Image/Signal Encryption #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #FOS: Economics and business #Risk Management (q-fin.RM)
  23. A Survey of Blockchain-Based Privacy Applications: An Analysis of Consent Management and Self-Sovereign Identity Approaches
    2024/11/25 by Rodrigo Dutra Garcia, Gowri Ramachandran, Garcia, Rodrigo Dutra +11 · 1 citation
    Computer Science · Social Sciences · #Blockchain Technology Applications and Security #Cryptography and Security (cs.CR) #Emerging Technologies (cs.ET) #FOS: Computer and information sciences #Privacy, Security, and Data Protection #Privacy-Preserving Technologies in Data