Max-Olivier Hongler

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max.hongler@epfl.ch +41 21 693 53 91

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BM 5.132 Tel 021 693 53 91

EPFL STI-DO
BM 5132 (Bâtiment BM)
Station 17
CH-1015 Lausanne

+41 21 693 53 91
Office: BM 5132
EPFL > STI > STI-DEC > PH-STI

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Fields of expertise

Applied Stochastic Processes Nonlinear Dynamics

Mission

Publications

Explicit Gittins' Indices for a Class of Superdiffusive Processes R. Filliger and M.-O. Hongler In Journal of Applied Probability, volume 44, number 1-6, 2007. LPM-ARTICLE-2007-009 [notice détaillée] [BibTeX] [EndNote XML] Circulation of Autonomous Agents in Production and Service Networks O. Gallay and M.-O. Hongler In International Journal of Production Economics, volume under revision, 2007. Submitted for publication. LPM-ARTICLE-2007-011 [notice détaillée] [BibTeX] [EndNote XML] Soluble models for dynamics driven by super-diffusive noise M. O. Hongler, Filliger R., and Blanchard P. In Physica A, volume 370, number 2, 2006. LPM-ARTICLE-2002-001 [notice détaillée] [BibTeX] [EndNote XML] An exact solution to a Kolmogorov type model for two interacting populations M.-O. Hongler and R. Filliger In mathematical scientist (the), volume 31, pages 42-47, 2006. LPM-ARTICLE-2005-002 [notice détaillée] [BibTeX] [EndNote XML] Priority index heuristic for multi-armed bandit problems with set-up costs and/or set-up time delays F. Dusonchet and M.-O. Hongler In Internationa Journal of Computer Integrating Manufacturing, volume 19, number 3, pages 210-219, 2006. LPM-ARTICLE-2007-002 [notice détaillée] [BibTeX] [EndNote XML] Syphon dynamics- a soluble model of multi-agents cooperative behavior Max Olivier Hongler and Roger Filliger In Europhysics Letters, volume 70, number 3, pages 285-291, 2005. LPM-ARTICLE-2004-011 [notice détaillée] [BibTeX] [EndNote XML] Optimal threshold control for failure-prone tandem production systems R. Filliger and M. O. Hongler In IIE Transactions, volume 37, pages 861-875, 2005. LPM-ARTICLE-2004-003 [notice détaillée] [BibTeX] [EndNote XML] Cooperative Flow dynamics in production lines with buffer level dependent production rates R. Filliger and M. O. Hongler In European Journal of operations research, volume 167, number 1, pages 116-128, 2005. LPM-ARTICLE-2004-004 [notice détaillée] [BibTeX] [EndNote XML] From car traffic to production flows Roger Filliger Ph.D. Thesis, 2005. notice n° 33731 [notice détaillée] [BibTeX] [EndNote XML] From car traffic to production flows Roger Filliger Ph.D. Thesis, 2005. notice n° 33731 [notice détaillée] [BibTeX] [EndNote XML] On the outflow process of N-stations merge systems for items with non-vanishing spacial extensions R. Filliger and M. O. Hongler In MOSIM 2004, Nantes, 2004. LPM-CONF-2004-003 [notice détaillée] [BibTeX] [EndNote XML] An elementary model for customer fidelity M. O. Hongler, N. Cheikhrouhou, and R. Glardon In 5 ième conférence de Modélisation et Simulation, MOSIM 2004, Nantes, 2004. LPM-CONF-2004-004 [notice détaillée] [BibTeX] [EndNote XML] Supersymmetry in random two velocity processes R. Filliger and M. O. Hongler In Physica A, volume 332, number 1-4, pages 141-150, 2004. LPM-ARTICLE-2004-002 [notice détaillée] [BibTeX] [EndNote XML] Self-organization of critical behavior in controlled general queueing models Ph. Blanchard and M. O. Hongler In Physics Letters A, volume 323, number 1-2, pages 63-66, 2004. LPM-ARTICLE-2004-005 [notice détaillée] [BibTeX] [EndNote XML] Stochastic Control for a class of Random Evolution Models M.-O. Hongler, H. M. Soner, and L. Streit In Applied Mathematics and Optimization, volume 49, number 2, pages 113-121, 2004. LPM-ARTICLE-2004-007 [notice détaillée] [BibTeX] [EndNote XML] The right time to sell a stock whose price is driven by Markovian noise R. C. Dalang and M. O. Hongler In Annals of Applied Probab., volume 14, number 4, pages 2167-2201, 2004. LPM-ARTICLE-2004-008 [notice détaillée] [BibTeX] [EndNote XML] Quantum random walk and piecewise deterministic evolutions M. O. Hongler and Ph. Blanchard In Physical Review Letters, volume 92, number 12, page 120601, 2004. LPM-ARTICLE-2004-009 [notice détaillée] [BibTeX] [EndNote XML] Relative entropy and Efficiency of diffusion mediated transport processes R. Filliger and M. O. Hongler In Journal of Physics A, volume 38, number 6, pages 1247-1255, 2004. LPM-ARTICLE-2004-010 [notice détaillée] [BibTeX] [EndNote XML] Optimal Hysteresis for Deteriorating Two-armed Bandit Problem with Switching Costs. F. Dusonchet and M.-O. Hongler In AUTOMATICA, volume 39, number 11, pages 1947-1955, 2003. LPM-ARTICLE-2001-002 [notice détaillée] [BibTeX] [EndNote XML] Continuous time Restless Bandits and dynamic scheduling for make-to-stock production M.-O. Hongler and F. Dusonchet In IEEE Transactions on Robotics and Automation, volume 19, number 6, pages 977-990, 2003. LPM-ARTICLE-2002-007 [notice détaillée] [BibTeX] [EndNote XML] Resonator stability subject to dynamic random-tilt aberration M. O. Hongler, T. Lasser, and G. Evequoz In Journal of the Optical Society of America a-Optics Image Science and Vision, volume 20, number 1, pages 151-156, 2003. LOB-ARTICLE-2003-005 [notice détaillée] [BibTeX] [EndNote XML] Dynamic scheduling for production systems operating in a random environment Fabrice Dusonchet Ph.D. Thesis, 2003. notice n° 33300 [notice détaillée] [BibTeX] [EndNote XML] Dynamic scheduling for production systems operating in a random environment Fabrice Dusonchet Ph.D. Thesis, 2003. notice n° 33300 [notice détaillée] [BibTeX] [EndNote XML] The stochastic retina: an edge detector in the presence of noise Yuri Lopez de Meneses, Max-Olivier Hongler, and Jacques Jacot In the European Conference on Visual Perception, v. 31, pp 140-140, Edinburgh, 2002. LPM-CONF-2002-008 [notice détaillée] [BibTeX] [EndNote XML] The Resonant Retina: Exploiting Vibration Noise to Optimally detect Edges in an Image Max Hongler, Yuri Lopez de Meneses, Antoine Beyeler, and Jacques Jacot In IEEE transactions on pattern analysis and machine intelligence, volume 25, number 9, pages 1051-1062, 2002. LPM-ARTICLE-2002-002 [notice détaillée] [BibTeX] [EndNote XML] Mesoscopic derivation of a fundamental diagram of one-lane traffic M.-O. Hongler and R. Filliger In Physics Letters A, volume Phisics letters A, number 301, pages 5-6, 2002. LPM-ARTICLE-2002-003 [notice détaillée] [BibTeX] [EndNote XML] How many blocks can children pile up? Some analytical results Ph. Blanchard and M.-O. Hongler In J. of the Physical Society of Japan, volume 71, number 1, pages 9-11, 2002. LPM-ARTICLE-2007-005 [notice détaillée] [BibTeX] [EndNote XML] High Flexible Feeding of Components for Automatic Assembly. The SyFA module M.-O. Hongler, J. Jacot, and Ph. Ney In IEEE International Conference on Emerging Technologies and Factory Automation (ETFA 2001), Palais des Congrès, Antibes, 2001. LPM-CONF-2001-001 [notice détaillée] [BibTeX] [EndNote XML] Optimal stoping and Gittins' indices for piecewise deterministic evolution process M.-O. Hongler and F. Dusonchet In J. of discrete Events Systems, volume 11, number 3, 2001. LPM-ARTICLE-2001-001 [notice détaillée] [BibTeX] [EndNote XML] Production flexible en présence d'aléas: quelques modèles d'ordonnancement et de gestion des flux de produits Philippe Ciprut Ph.D. Thesis, 2000. notice n° 32606 [notice détaillée] [BibTeX] [EndNote XML] Production flexible en présence d'aléas: quelques modèles d'ordonnancement et de gestion des flux de produits Philippe Ciprut Ph.D. Thesis, 2000. notice n° 32606 [notice détaillée] [BibTeX] [EndNote XML] Stopping and allocation indices for piecewise deterministic flow processes Max-Olivier Hongler In Second Agean International Conference on Analysis and Modeling of Manufacturing Systems, Tinos Island,Greece, 1999. LPM-CONF-1999-003 [notice détaillée] [BibTeX] [EndNote XML] Variations stochastiques des flux en production industrielle Yves Salama Ph.D. Thesis, 1998. notice n° 32348 [notice détaillée] [BibTeX] [EndNote XML] Variations stochastiques des flux en production industrielle Yves Salama Ph.D. Thesis, 1998. notice n° 32348 [notice détaillée] [BibTeX] [EndNote XML] Market Partition in a Dynamic Linear City Game Model O. Gallay and M.-O. Hongler Prague, July 2007. LPM-CONF-2007-004 [notice détaillée] [BibTeX] [EndNote XML]

Publications

Infoscience publications

Infoscience

2023

A Theory of Finite-Width Neural Networks: Generalization, Scaling Laws, and the Loss Landscape

B. Simsek / C. Hongler; W. Gerstner (Dir.)

Lausanne, EPFL, 2023. DOI : 10.5075/epfl-thesis-9912.

Max-Olivier Hongler

contact

Fields of expertise

Mission

Publications

Publications

Infoscience publications

Infoscience

2023

A Theory of Finite-Width Neural Networks: Generalization, Scaling Laws, and the Loss Landscape

Can one hear the shape of a target zone?

Les géodésiques des métriques finslériennes et pseudo-finslériennes faibles de basse régularité

Results on Sparse Integer Programming and Geometric Independent Sets

2021

Cauchy Processes, Dissipative Benjamin–Ono Dynamics and Fat-Tail Decaying Solitons

Opinion formation dynamics - Swift collective disillusionment triggered by unmet expectations

Geometry of the Loss Landscape in Overparameterized Neural Networks: Symmetries and Invariances

Multiple testing with test statistics following heavy-tailed distributions

2020

Brownian Swarm Dynamics and Burgers’ Equation with Higher Order Dispersion

Scaling description of generalization with number of parameters in deep learning

Mean-Field Games And Swarms Dynamics In Gaussian And Non-Gaussian Environments

Increasing risk: Dynamic mean-preserving spreads

2019

Imitation, Proximity, and Growth - A Collective Swarm Dynamics Approach

On Jump-Diffusive Driving Noise Sources: Some Explicit Results and Applications

2017

Unraveling Brittle-Fracture Statistics from Intermittent Patterns Formed During Femtosecond Laser Exposure

Gaussian versus Sparse Stochastic Processes

2016

Control of agent swarms in random environments

Intearcting Brownian Swarms: Some Analytical Results

2015

Transition and self-healing process between chaotic and self-organized patterns observed during femtosecond laser writing

Adaptive Morphology for Multi-Modal Locomotion

Electrical and Magnetical Modeling of Inductive Coupled Power Transfer Systems

Real-Time Optimization via Directional Modifier Adaptation, with Application to Kite Control

Exact soliton-like probability measures for interacting jump processes

2014

The estimation problem and heterogenous swarms of autonomous agents

Decentralized Self-Selection of Swarm Trajectories: From Dynamical Systems to Robotic Implementation

Friction feedback actuators using squeeze film effect

Modeling and Control for the Treatment of Type 1 Diabetes

Soft Control of Self-organized Locally Interacting Brownian Planar Agents

Local versus nonlocal barycenttic interactions in 1 D agent dynamics

2013

Self-Organized Mixed Canonic-Disipative Dynamics for Brownian Planar Agents

Trust and Inventory Replenishment Decision Under Continuous Review System

VisionHat Development of a wearable collision alert system supported by flexible optic flow sensors

Soft control of swarms: Analytical approach

self-organized mixed canonical-dissipative dynamics for Brownian planar agents

Super-Diffusive Noise Source in Asset Dynamics

Self-shaping attractors for coupled limit cycle oscillators

Morphology Effects on the Tunneling Conductivity of Disordered Nanocomposites

Evolution of division of labor in artificial societies

Conception d'axes motorisés rectilignes d'ultra-haute précision

Time-Delayed Interactions in Networks of Self-Adapting Hopf Oscillators

Iron Hysteresis and Enhanced Kalman Filtering for Sensorless Position Detection of Synchronous Motors

Modeling and Processing Approaches for Integrated Inertial Navigation

On Stochastic Processes Driven by Ballistic Noise Sources

2012

Spatio-Temporal Patterns for a Generalized Innovation Diffusion Model

Networks of Self-Adaptive Dynamical Systems

Imitation Learning of Motion Coordination in Robots

2011

Ultra-fast writing of self-organized bubble networks using femtosecond laser exposure in the cumulative regime

Self-Adaptive Attractor-Shaping for Oscillators Networks

Networks of Self-Adaptive Dynamical Systems

Femtosecond-laser generation of self-organized bubble patterns in fused silica

2010

Spatio-Temporal Patterns for a Generalized Innovation Diffusion Model

Centralized versus decentralized control - A solvable stylized model in transportation

Parametric Resonance in Time-Dependent Networks of Hopf Oscillators

Hyperbolic angular statistics for globally coupled oscillators

Agent-Based Routing in Queueing Systems

2009

Noise induced temporal patterns in populations of globally coupled oscillators

Networks of limit cycle oscillators with parametric learning capability

Networks of mixed canonical-dissipative systems and dynamic hebbian learning

Multi-Agent Adaptive Mechanism Leading to Optimal Real-Time Load Sharing