Search Results for author: Iaroslav Shcherbatyi

Found 5 papers, 0 papers with code

Constrained Bayesian Optimization with Max-Value Entropy Search

no code implementations15 Oct 2019 Valerio Perrone, Iaroslav Shcherbatyi, Rodolphe Jenatton, Cedric Archambeau, Matthias Seeger

We propose constrained Max-value Entropy Search (cMES), a novel information theoretic-based acquisition function implementing this formulation.

Hyperparameter Optimization

Convexification of Learning from Constraints

no code implementations22 Feb 2016 Iaroslav Shcherbatyi, Bjoern Andres

For common loss and regularization functions, this optimization problem assumes the form of a mixed integer program (MIP) whose objective function is non-convex.

GazeDPM: Early Integration of Gaze Information in Deformable Part Models

no code implementations21 May 2015 Iaroslav Shcherbatyi, Andreas Bulling, Mario Fritz

An increasing number of works explore collaborative human-computer systems in which human gaze is used to enhance computer vision systems.

Gaze Estimation Object Detection

Cannot find the paper you are looking for? You can Submit a new open access paper.