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András György

  1. Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities
    2025/07/07 by Gheorghe Comanici, Comanici, Gheorghe, Eric Bieber +6844 · 8 voices · 1393 citations
    #cs.CL #cs.AI
  2. To Believe or Not to Believe Your LLM
    2024/06/04 by Yasin Abbasi Yadkori, Yadkori, Yasin Abbasi, Ilja Kuzborskij +5 · 1 voice · 31 citations
    Social Sciences · #Artificial Intelligence in Law #Comparative and International Law Studies #cs.AI #cs.CL #cs.LG
  3. Gemma 3 Technical Report
    2025/03/25 by Gemma Team, Aishwarya Kamath, Kamath, Aishwarya +418 · 3 voices · 508 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #cs.AI #cs.CL
  4. Mitigating LLM Hallucinations via Conformal Abstention
    2024/04/04 by Yasin Abbasi Yadkori, Ilja Kuzborskij, Yadkori, Yasin Abbasi +21 · 2 voices · 12 citations
    Computer Science · Mathematics · Neuroscience · Physics and Astronomy · #Artificial Intelligence (cs.AI) #Benford’s Law and Fraud Detection #Computation and Language (cs.CL) #FOS: Computer and information sciences #Hallucinations in medical conditions #Machine Learning (cs.LG) #Quantum Mechanics and Applications #cs.AI #cs.CL #cs.LG
  5. Detection of Adversarial Training Examples in Poisoning Attacks through Anomaly Detection
    2018/02/08 by Andrea Paudice, Paudice, Andrea, Luis Muñoz-González +5 · 13 citations
    Computer Science · #Anomaly Detection Techniques and Applications #Adversarial Robustness in Machine Learning #Network Security and Intrusion Detection
  6. The on-line shortest path problem under partial monitoring
    2007/04/08 by András György, Gyorgy, Andras, Tamás Linder +5 · 6 citations
    Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #C.2.1 #C.2.2 #F.1.1 #FOS: Computer and information sciences #I.2.6 #I.2.8 #Machine Learning (cs.LG) #Machine Learning and Algorithms #Optimization and Search Problems #Symbolic Computation (cs.SC)
  7. Meta-learning of Sequential Strategies
    2019/05/08 by Pedro A. Ortega, Ortega, Pedro A., Jane X. Wang +45 · 13 citations
    Computer Science · #Machine Learning and Data Classification #Gaussian Processes and Bayesian Inference #Data Stream Mining Techniques
  8. On the Role of Neural Collapse in Transfer Learning
    2021/12/30 by Tomer Galanti, András György, Galanti, Tomer +3 · 9 citations
    Computer Science · #Domain Adaptation and Few-Shot Learning #Machine Learning and ELM #Neural Networks and Applications
  9. Beyond Statistical Learning: Exact Learning Is Essential for General Intelligence
    2025/06/30 by András György, Tor Lattimore, György, András +5 · 2 voices · 5 citations
    #cs.AI #cs.LG
  10. Mirror Descent and the Information Ratio
    2020/09/25 by Tor Lattimore, András György, Lattimore, Tor +1 · 4 citations
    Business, Management and Accounting · Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Consumer Market Behavior and Pricing #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimization and Control (math.OC) #Reinforcement Learning in Robotics
  11. Learning Continually by Spectral Regularization
    2024/06/10 by Alex Lewandowski, Lewandowski, Alex, Bortkiewicz, Michał +9 · 7 citations
    Computer Science · #FOS: Computer and information sciences #Face and Expression Recognition #Machine Learning (cs.LG) #Neural Networks and Applications
  12. LeapsAndBounds: A Method for Approximately Optimal Algorithm\n Configuration
    2018/07/02 by Gellért Weisz, Weisz, Gellért, András György +3 · 2 citations
    Computer Science · #Advanced Multi-Objective Optimization Algorithms #Artificial Intelligence (cs.AI) #Bayesian Modeling and Causal Inference #FOS: Computer and information sciences #FOS: Mathematics #Formal Methods in Verification #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Machine Learning and Data Classification #Optimization and Control (math.OC)
  13. DataRater: Meta-Learned Dataset Curation
    2025/05/23 by Dan A. Calian, Gregory Farquhar, Calian, Dan A. +21 · 3 voices · 5 citations
    #stat.ML #cs.AI #cs.LG
  14. On Multi-objective Policy Optimization as a Tool for Reinforcement Learning: Case Studies in Offline RL and Finetuning
    2021/06/15 by Abbas Abdolmaleki, Sandy H. Huang, Abdolmaleki, Abbas +25 · 2 citations
    Computer Science · #Advanced Multi-Objective Optimization Algorithms #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reinforcement Learning in Robotics #Robotics (cs.RO)
  15. Distributed Contextual Linear Bandits with Minimax Optimal Communication Cost
    2022/05/26 by Sanae Amani, Amani, Sanae, Tor Lattimore +5 · 2 citations
    Decision Sciences · Computer Science · #Advanced Bandit Algorithms Research #Stochastic Gradient Optimization Techniques #Age of Information Optimization
  16. Toward Understanding In-context vs. In-weight Learning
    2024/10/30 by Bryan Chan, Chan, Bryan, Xinyi Chen +5 · 4 citations
    Health Professions · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Physical Education and Pedagogy
  17. A Modular Analysis of Adaptive (Non-)Convex Optimization: Optimism, Composite Objectives, and Variational Bounds
    2017/09/08 by Pooria Joulani, Joulani, Pooria, András György +3 · 1 citation
    Decision Sciences · Engineering · Computer Science · #Advanced Bandit Algorithms Research #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques
  18. Defending Against Image Corruptions Through Adversarial Augmentations
    2021/04/02 by Dan A. Calian, Florian Stimberg, Calian, Dan A. +11 · 1 citation
    Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG)
  19. A New Look at Dynamic Regret for Non-Stationary Stochastic Bandits
    2022/01/17 by Yasin Abbasi-Yadkori, András György, Abbasi-Yadkori, Yasin +3 · 1 citation
    Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Optimization and Search Problems
  20. Frontier LLMs Still Struggle with Simple Reasoning Tasks
    2025/07/09 by Alan Malek, Malek, Alan, Jayle Ge +9 · 5 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
  21. Confident Approximate Policy Iteration for Efficient Local Planning in qπ-realizable MDPs
    2022/10/27 by Gellért Weisz, Weisz, Gellért, András György +5 · 1 citation
    Computer Science · #Machine Learning and Algorithms #Reinforcement Learning in Robotics #Optimization and Search Problems
  22. Generalization Bounds for Few-Shot Transfer Learning with Pretrained Classifiers
    2022/12/23 by Tomer Galanti, András György, Galanti, Tomer +3 · 1 citation
    Computer Science · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and ELM
  23. Approximating the Core via Iterative Coalition Sampling
    2024/02/06 by Ian Gemp, Gemp, Ian, Marc Lanctot +25 · 1 citation
    Chemistry · Economics, Econometrics and Finance · Mathematics · #Computer Science and Game Theory (cs.GT) #FOS: Computer and information sciences #Game Theory and Voting Systems #Metal-Organic Frameworks: Synthesis and Applications #Multiagent Systems (cs.MA) #Statistical Methods and Inference