Bogdan Savchynskyy

Partial Optimality by Pruning for MAP-Inference with General Graphical Models

Christoph Schnörr, Paul Swoboda, Bogdan Savchynskyy, 2014, CVPR.

Discrete Graphical Models - An Optimization Perspective

Bogdan Savchynskyy, Bogdan Savchynskyy, 2019, Found. Trends Comput. Graph. Vis..

A Primal-Dual Solver for Large-Scale Tracking-by-Assignment

Florian Jug, Tobias Pietzsch, Carsten Rother, 2020, AISTATS.

Taxonomy of Dual Block-Coordinate Ascent Methods for Discrete Energy Minimization

Alexander Shekhovtsov, Siddharth Tourani, Carsten Rother, 2020, AISTATS.

Maximum Persistency via Iterative Relaxed Inference in Graphical Models

Paul Swoboda, Bogdan Savchynskyy, Alexander shekhovtsov, 2018, IEEE Transactions on Pattern Analysis and Machine Intelligence.