Publications associées à Heuristique de jugement

Under-ice convection dynamics in a boreal lake

Alfred Johny Wüest, Damien Bouffard, Sébastien Lavanchy, Hugo Nicolás Ulloa Sánchez

We investigated radiatively driven under-ice convection in Lake Onego (Russia) during 3 consecutive late winters. In ice-covered lakes, where the temperature of water is below the temperature of maximum density, radiatively driven heating in the upper wate ...

2019

The committee machine: computational to statistical gaps in learning a two-layers neural network

Nicolas Macris, Florent Gérard Krzakala, Lenka Zdeborová, Jean François Emmanuel Barbier

Heuristic tools from statistical physics have been used in the past to locate the phase transitions and compute the optimal learning and generalization errors in the teacher-student scenario in multi-layer neural networks. In this paper, we provide a rigor ...

IOP PUBLISHING LTD2019

A demand-based optimization approach to find market equilibria in oligopolies

Michel Bierlaire, Virginie Janine Camille Lurkin, Stefano Bortolomiol

Oligopolistic competition occurs when a small number of operators compete for the same pool of customers. This is often the case in transportation, due to reasons such as external regulations, economies of scale and limited capacity of the infrastructure. ...

2019

Service-Oriented Business Design for IT students

Alain Wegmann, Blagovesta Hristova Kostova

In this Full Innovative Practice Paper, we present a teaching approach, based on service science, for integrating a business curriculum in the engineering educational program. Our approach is a composition of experiential learning, systems thinking, and se ...

IEEE2018

Logic Synthesis for Established and Emerging Computing

Giovanni De Micheli, Mathias Soeken, Luca Gaetano Amarù, Eleonora Testa

Logic synthesis is an enabling technology to realize integrated computing systems, and it entails solving computationally intractable problems through a plurality of heuristic techniques. A recent push toward further formalization of synthesis problems has ...

2018

280 Birds with One Stone: Inducing Multilingual Taxonomies from Wikipedia Using Character-Level Classification

Karl Aberer, Rémi Philippe Lebret, Hamza Harkous, Amit Gupta

We propose a novel fully-automated approach towards inducing multilingual taxonomies fromWikipedia. Given an English taxonomy, our approach first leverages the interlanguage links of Wikipedia to automatically construct training datasets for the is-a relat ...

ASSOC ADVANCEMENT ARTIFICIAL INTELLIGENCE2018

High-Precision Performance Estimation for the Design Space Exploration of Dynamic Dataflow Programs

Marco Mattavelli, Simone Casale Brunet, Endri Bezati, Malgorzata Maria Michalska

The implementation and optimization of dynamic dataflow programs on multi/many-core platforms require solving a very difficult problem: how to partition and schedule the processing elements and dimension their interconnecting buffers according to given opt ...

2018

The committee machine: Computational to statistical gaps in learning a two-layers neural network

Nicolas Macris, Florent Gérard Krzakala, Lenka Zdeborová, Jean François Emmanuel Barbier

NEURAL INFORMATION PROCESSING SYSTEMS (NIPS)2018

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Heuristique de jugement

Under-ice convection dynamics in a boreal lake

The committee machine: computational to statistical gaps in learning a two-layers neural network

Singularité des slums: Production de l'espace dans la ville indienne

A demand-based optimization approach to find market equilibria in oligopolies

Service-Oriented Business Design for IT students

Logic Synthesis for Established and Emerging Computing

280 Birds with One Stone: Inducing Multilingual Taxonomies from Wikipedia Using Character-Level Classification

Decision Rule Bounds for Two-Stage Stochastic Bilevel Programs

High-Precision Performance Estimation for the Design Space Exploration of Dynamic Dataflow Programs

The committee machine: Computational to statistical gaps in learning a two-layers neural network

Graph Chatbot

Chattez avec Graph Search

Singularité des slums: Production de l'espace dans la ville indienne

The committee machine: computational to statistical gaps in learning a two-layers neural network

Service-Oriented Business Design for IT students

Under-ice convection dynamics in a boreal lake

A demand-based optimization approach to find market equilibria in oligopolies

High-Precision Performance Estimation for the Design Space Exploration of Dynamic Dataflow Programs

The committee machine: Computational to statistical gaps in learning a two-layers neural network

Logic Synthesis for Established and Emerging Computing

280 Birds with One Stone: Inducing Multilingual Taxonomies from Wikipedia Using Character-Level Classification

Decision Rule Bounds for Two-Stage Stochastic Bilevel Programs