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Hongler, Clément

  1. Arrows of Time for Large Language Models
    2024/01/30 by Vassilis Papadopoulos, Papadopoulos, Vassilis, Jérémie Wenger +3 · 3 voices · 4 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques
  2. Geometry of the Loss Landscape in Overparameterized Neural Networks: Symmetries and Invariances
    2021/05/25 by Şimşek, Berfin, Ged, François, Jacot, Arthur +4 · 21 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG)
  3. Convergence of Ising interfaces to Schramm's SLE curves
    2013/12/02 by Chelkak, Dmitry, Duminil-Copin, Hugo, Hongler, Clément +2 · 7 citations
    #Complex Variables (math.CV) #FOS: Mathematics #FOS: Physical sciences #Mathematical Physics (math-ph) #Probability (math.PR)
  4. Saddle-to-Saddle Dynamics in Deep Linear Networks: Small Initialization Training, Symmetry, and Sparsity
    2021/06/30 by Arthur Paul Jacot, Jacot, Arthur, François Gaston Ged +7 · 8 citations
    Physics and Astronomy · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Quantum chaos and dynamical systems #Statistical Mechanics and Entropy #stochastic dynamics and bifurcation
  5. The energy density in the planar Ising model
    2010/08/16 by Hongler, Clément, Smirnov, Stanislav · 4 citations
    #30C35 #60K35 (Primary) #81T40 #82B43 (Secondary) #FOS: Mathematics #FOS: Physical sciences #Mathematical Physics (math-ph) #Probability (math.PR)
  6. Conformal Invariance of Spin Correlations in the Planar Ising Model
    2012/02/13 by Dmitry Chelkak, Clément Hongler, Chelkak, Dmitry +3 · 4 citations
    Mathematics · Physics and Astronomy · #Complex Variables (math.CV) #FOS: Mathematics #FOS: Physical sciences #Markov Chains and Monte Carlo Methods #Mathematical Physics (math-ph) #Probability (math.PR) #Stochastic processes and statistical mechanics #Theoretical and Computational Physics
  7. Correlations of primary fields in the critical Ising model
    2021/03/18 by Dmitry Chelkak, Clément Hongler, Chelkak, Dmitry +3 · 6 citations
    Mathematics · Physics and Astronomy · #82B20 #82B27 #FOS: Mathematics #FOS: Physical sciences #Mathematical Physics (math-ph) #Probability (math.PR) #Random Matrices and Applications #Stochastic processes and statistical mechanics #Theoretical and Computational Physics
  8. The asymptotic spectrum of the Hessian of DNN throughout training
    2019/10/01 by Arthur Paul Jacot, Franck Gabriel, Jacot, Arthur +3 · 5 citations
    Physics and Astronomy · Computer Science · #Model Reduction and Neural Networks #Neural Networks and Applications #Gaussian Processes and Bayesian Inference
  9. Magnetization in the zig-zag layered Ising model and orthogonal polynomials
    2019/04/19 by Dmitry Chelkak, Chelkak, Dmitry, Clément Hongler +3 · 3 citations
    Mathematics · Chemistry · #Algebraic structures and combinatorial models #Molecular spectroscopy and chirality #Random Matrices and Applications
  10. Looking for Complexity at Phase Boundaries in Continuous Cellular Automata
    2024/02/27 by Papadopoulos, Vassilis, Doat, Guilhem, Renard, Arthur +1 · 4 citations
    #Adaptation and Self-Organizing Systems (nlin.AO) #FOS: Computer and information sciences #FOS: Physical sciences #Neural and Evolutionary Computing (cs.NE)
  11. Order and Chaos: NTK views on DNN Normalization, Checkerboard and Boundary Artifacts
    2019/07/11 by Arthur Paul Jacot, Franck Gabriel, Jacot, Arthur +5 · 5 citations
    Computer Science · #Parallel Computing and Optimization Techniques #Generative Adversarial Networks and Image Synthesis #Stochastic Gradient Optimization Techniques
  12. Ising Interfaces and Free Boundary Conditions
    2011/08/02 by Clément Hongler, Kalle Kytölä, Hongler, Clément +1 · 1 citation
    Mathematics · Physics and Astronomy · #30G25 (Secondary) #60K35 #81T40 #82B20 (Primary) 82B24 #82B27 #FOS: Mathematics #FOS: Physical sciences #Markov Chains and Monte Carlo Methods #Mathematical Physics (math-ph) #Probability (math.PR) #Stochastic processes and statistical mechanics #Theoretical and Computational Physics
  13. Conformal Field Theory at the Lattice Level: Discrete Complex Analysis and Virasoro Structure
    2013/07/15 by Clément Hongler, Hongler, Clément, Fredrik Viklund +3 · 2 citations
    Mathematics · Physics and Astronomy · #17B68 #30G25 #60G15 #60G60 #82B20 #82B23 #FOS: Mathematics #FOS: Physical sciences #Mathematical Physics (math-ph) #Probability (math.PR) #Random Matrices and Applications #Stochastic processes and statistical mechanics #Theoretical and Computational Physics
  14. Crossing probabilities in topological rectangles for the critical planar\n FK-Ising model
    2013/12/30 by Dmitry Chelkak, Chelkak, Dmitry, Hugo Duminil‐Copin +3 · 1 citation
    Computer Science · Mathematics · Physics and Astronomy · #FOS: Mathematics #FOS: Physical sciences #Markov Chains and Monte Carlo Methods #Mathematical Physics (math-ph) #Probability (math.PR) #Stochastic processes and statistical mechanics #Theoretical and Computational Physics #Topological and Geometric Data Analysis
  15. Feature Learning in L2-regularized DNNs: Attraction/Repulsion and Sparsity
    2022/05/31 by Arthur Paul Jacot, Eugène Golikov, Jacot, Arthur +5 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and ELM #Neural Networks and Applications #Neural and Evolutionary Computing (cs.NE) #Stochastic Gradient Optimization Techniques
  16. Smart Proofs via Smart Contracts: Succinct and Informative Mathematical Derivations via Decentralized Markets
    2021/02/05 by Sylvain Carré, Franck Gabriel, Carré, Sylvain +7 · 1 citation
    Computer Science · Decision Sciences · #Blockchain Technology Applications and Security #Auction Theory and Applications #Logic, Reasoning, and Knowledge