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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

Algorithme

Graph Chatbot

Chattez avec Graph Search

Effective field theory of the two Higgs doublet model

Machine Learning Methods for Robust Uncertainty Quantification and Controller Approximation

Bit-Line Computing for CNN Accelerators Co-Design in Edge AI Inference

Multi-robot task allocation for safe planning against stochastic hazard dynamics

Decision support for the design of integrated biorefineries

Stochastic Models for Comparison-based Search

Fast Parallel Algorithms for Enumeration of Simple, Temporal, and Hop-constrained Cycles

Experimental Evaluation and Modeling of Residual Stress Distributions for Hot-Rolled Wide Flange Steel Members

Implicit Distance Functions: Learning and Applications in Robotics

ROSMOSE: A Web-based Optimization Tool to Aid Decision-making for the Design and Operation of Industrial and Urban Energy Systems

Decision support for the design of integrated biorefineries

Fast Parallel Algorithms for Enumeration of Simple, Temporal, and Hop-constrained Cycles

Machine Learning Methods for Robust Uncertainty Quantification and Controller Approximation

Implicit Distance Functions: Learning and Applications in Robotics

Bit-Line Computing for CNN Accelerators Co-Design in Edge AI Inference

Stochastic Models for Comparison-based Search

ROSMOSE: A Web-based Optimization Tool to Aid Decision-making for the Design and Operation of Industrial and Urban Energy Systems

Effective field theory of the two Higgs doublet model

Multi-robot task allocation for safe planning against stochastic hazard dynamics

Experimental Evaluation and Modeling of Residual Stress Distributions for Hot-Rolled Wide Flange Steel Members