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Stochastic Models for Comparison-based Search

Daniyar Chumbalov

In this thesis we study a problem of searching in a space of objects using comparisons. To navigate through the space to the target object

t

, we ask a sequence of questions of the form ``which object

i

j

is closer to

t

?'' for which we observe no ...

EPFL2023

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Graph Chatbot

Chattez avec Graph Search

Interactive-time Exploration, Querying, and Analysis of Large High-dimensional Datasets

Stochastic Models for Comparison-based Search

Physics-Informed Machine Learning for Modeling and Control of Dynamical Systems

E-Scan: Consuming Contextual Data with Model Plugins

AIDRES: A database for the decarbonisation of the heavy industry in Europe

A New Representation Framework for View-Out Research

Analytical Engines With Context-Rich Processing: Towards Efficient Next-Generation Analytics

NMR Crystallography in the Big Data Era: New Methods and Applications Powered by Machine Learning

Blue Brain Nexus: An open, secure, scalable system for knowledge graph management and data-driven science

Deriving Major Ion Concentrations at High Resolution from Continuous Electrical Conductivity Measurements in Karst Systems

AIDRES: A database for the decarbonisation of the heavy industry in Europe

Interactive-time Exploration, Querying, and Analysis of Large High-dimensional Datasets

Stochastic Models for Comparison-based Search

E-Scan: Consuming Contextual Data with Model Plugins

A New Representation Framework for View-Out Research

Analytical Engines With Context-Rich Processing: Towards Efficient Next-Generation Analytics

NMR Crystallography in the Big Data Era: New Methods and Applications Powered by Machine Learning

Blue Brain Nexus: An open, secure, scalable system for knowledge graph management and data-driven science

Deriving Major Ion Concentrations at High Resolution from Continuous Electrical Conductivity Measurements in Karst Systems

Physics-Informed Machine Learning for Modeling and Control of Dynamical Systems