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Amnon Shashua

  1. Fundamental Limitations of Alignment in Large Language Models
    2023/04/19 by Yotam Wolf, Noam Wies, Wolf, Yotam +7 · 8 voices · 17 citations
    Computer Science · #Topic Modeling #Explainable Artificial Intelligence (XAI) #Natural Language Processing Techniques
  2. On the Expressive Power of Deep Learning: A Tensor Analysis
    2015/09/16 by Nadav Cohen, Or Sharir, Amnon Shashua · 1 voice · 7 citations
    #cs.NE #cs.LG #math.NA #stat.ML
  3. In-Context Retrieval-Augmented Language Models
    2023/01/31 by Ori Ram, Yoav Levine, Ram, Ori +11 · 97 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques
  4. Safe, Multi-Agent, Reinforcement Learning for Autonomous Driving
    2016/10/11 by Shai Shalev‐Shwartz, Shaked Shammah, Shalev-Shwartz, Shai +3 · 24 citations
    Computer Science · Engineering · #Artificial Intelligence (cs.AI) #Autonomous Vehicle Technology and Safety #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Reinforcement Learning in Robotics #Transportation and Mobility Innovations
  5. Introduction to Machine Learning: Class Notes 67577
    2009/04/23 by Amnon Shashua, Shashua, Amnon · 1 voice · 1 citation
    #cs.LG
  6. MRKL Systems: A modular, neuro-symbolic architecture that combines large language models, external knowledge sources and discrete reasoning
    2022/05/01 by Ehud Karpas, Karpas, Ehud, Omri Abend +31 · 24 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling #AI-based Problem Solving and Planning
  7. Deep Learning and Quantum Entanglement: Fundamental Connections with\n Implications to Network Design
    2017/04/05 by Yoav Levine, Levine, Yoav, David Yakira +5 · 4 citations
    Computer Science · Physics and Astronomy · #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE) #Quantum Computing Algorithms and Architecture #Quantum Physics (quant-ph) #Quantum and electron transport phenomena #Quantum many-body systems
  8. Parallel Context Windows for Large Language Models
    2022/12/21 by Nir Ratner, Ratner, Nir, Yoav Levine +16 · 6 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling
  9. Generating Benchmarks for Factuality Evaluation of Language Models
    2023/07/13 by Dor Muhlgay, Ori Ram, Muhlgay, Dor +17 · 6 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  10. Sub-Task Decomposition Enables Learning in Sequence to Sequence Tasks
    2022/04/06 by Noam Wies, Yoav Levine, Wies, Noam +3 · 3 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
  11. The Depth-to-Width Interplay in Self-Attention
    2020/06/22 by Yoav Levine, Levine, Yoav, Noam Wies +7 · 3 citations
    Computer Science · Engineering · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Software Engineering Research #Topic Modeling
  12. SimNets: A Generalization of Convolutional Networks
    2014/10/03 by Nadav Cohen, Cohen, Nadav, Amnon Shashua +1 · 3 citations
    Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications #Neural and Evolutionary Computing (cs.NE)
  13. Tradeoffs Between Alignment and Helpfulness in Language Models with Steering Methods
    2024/01/29 by Yotam Wolf, Noam Wies, Wolf, Yotam +9 · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  14. Convergent Message-Passing Algorithms for Inference over General Graphs\n with Convex Free Energies
    2012/06/13 by Tamir Hazan, Amnon Shashua, Hazan, Tamir +1 · 1 citation
    Computer Science · Biochemistry, Genetics and Molecular Biology · #Bayesian Modeling and Causal Inference #Error Correcting Code Techniques #Gene Regulatory Network Analysis
  15. On the Long-Term Memory of Deep Recurrent Networks
    2017/10/25 by Yoav Levine, Levine, Yoav, Or Sharir +5 · 1 citation
    Computer Science · Physics and Astronomy · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE) #Parallel Computing and Optimization Techniques #Quantum Computing Algorithms and Architecture #Quantum many-body systems
  16. Compositional Hardness of Code in Large Language Models -- A Probabilistic Perspective
    2024/09/26 by Yotam Wolf, Wolf, Yotam, Binyamin Rothberg +5 · 1 citation
    Computer Science · #Natural Language Processing Techniques
  17. From Reasoning to Super-Intelligence: A Search-Theoretic Perspective
    2025/07/13 by Shai Shalev‐Shwartz, Shalev-Shwartz, Shai, Amnon Shashua +1 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computability, Logic, AI Algorithms #FOS: Computer and information sciences