Julian Yarkony

Publication Activity (10 Years)

Years Active: 2010-2022
Publications (10 Years): 25

Top Topics

Benders Decomposition

Column Generation

Vehicle Routing

Top Venues

INFORMS J. Optim.

Publications

Udayan Mandal, Amelia Regan, Julian Yarkony
Local Area Routes for Vehicle Routing Problems. CoRR (2022)
Naveed Haghani, Claudio Contardo, Julian Yarkony
Smooth and Flexible Dual Optimal Inequalities. INFORMS J. Optim. 4 (1) (2022)
Luciano Costa, Claudio Contardo, Guy Desaulniers, Julian Yarkony
Stabilized Column Generation Via the Dynamic Separation of Aggregated Rows. INFORMS J. Comput. 34 (2) (2022)
Julian Yarkony, Amelia Regan
Principled Graph Management. CoRR (2022)
Julian Yarkony, Naveed Haghani, Amelia Regan
Detour Dual Optimal Inequalities for Column Generation with Application to Routing and Location. CoRR (2021)
Julian Yarkony, Naveed Haghani, Amelia Regan
Graph Generation: A New Approach to Solving Expanded Linear Programming Relaxations. CoRR (2021)
Naveed Haghani, Julian Yarkony, Amelia Regan
Family Column Generation: A Principled Stabilized Column Generation Approach. CoRR (2021)
Naveed Haghani, Jiaoyang Li, Sven Koenig, Gautam Kunapuli, Claudio Contardo, Amelia Regan, Julian Yarkony
Multi-Robot Routing with Time Windows: A Column Generation Approach. CoRR (2021)
Vishnu Suresh Lokhande, Shaofei Wang, Maneesh Singh, Julian Yarkony
Accelerating Column Generation via Flexible Dual Optimal Inequalities with Application to Entity Resolution. AAAI (2020)
Julian Yarkony, Yossiri Adulyasak, Maneesh Kumar Singh, Guy Desaulniers
Data Association via Set Packing for Computer Vision Applications. INFORMS J. Optim. 2 (3) (2020)
Naveed Haghani, Claudio Contardo, Julian Yarkony
Relaxed Dual Optimal Inequalities for Relaxed Columns: with Application to Vehicle Routing. CoRR (2020)
Jovita Lukasik, Margret Keuper, Maneesh Singh, Julian Yarkony
A Benders Decomposition Approach to Correlation Clustering. MLHPC/AI4S@SC (2020)
Naveed Haghani, Jiaoyang Li, Sven Koenig, Gautam Kunapuli, Claudio Contardo, Julian Yarkony
Integer Programming for Multi-Robot Planning: A Column Generation Approach. CoRR (2020)
Shaofei Wang, Vishnu Suresh Lokhande, Maneesh Singh, Konrad P. Körding, Julian Yarkony
End-to-end Training of CNN-CRF via Differentiable Dual-Decomposition. CoRR (2019)
Vishnu Suresh Lokhande, Shaofei Wang, Maneesh Singh, Julian Yarkony
Accelerating Column Generation via Flexible Dual Optimal Inequalities with Application to Entity Resolution. CoRR (2019)
Margret Keuper, Maneesh Singh, Julian Yarkony
Massively Parallel Benders Decomposition for Correlation Clustering. CoRR (2019)
Shaofei Wang, Alexander T. Ihler, Konrad P. Körding, Julian Yarkony
Accelerating Dynamic Programs via Nested Benders Decomposition with Application to Multi-Person Pose Estimation. ECCV (14) (2018)
Julian Yarkony, Shaofei Wang
Accelerating Message Passing for MAP with Benders Decomposition. CoRR (2018)
Shaofei Wang, Chong Zhang, Miguel Ángel González Ballester, Alexander T. Ihler, Julian Yarkony
Multi-Person Pose Estimation via Column Generation. CoRR (2017)
Shaofei Wang, Konrad Paul Körding, Julian Yarkony
Efficient Multi-Person Pose Estimation with Provable Guarantees. CoRR (2017)
Chong Zhang, Shaofei Wang, Miguel Ángel González Ballester, Julian Yarkony
Efficient Column Generation for Cell Detection and Segmentation. CoRR (2017)
Shaofei Wang, Steffen Wolf, Charless C. Fowlkes, Julian Yarkony
Tracking Objects with Higher Order Interactions via Delayed Column Generation. AISTATS (2017)
Shaofei Wang, Konrad Paul Körding, Julian Yarkony
Exploiting skeletal structure in computer vision annotation with Benders decomposition. CoRR (2017)
Shaofei Wang, Chong Zhang, Miguel Ángel González Ballester, Julian Yarkony
Efficient Pose and Cell Segmentation using Column Generation. CoRR (2016)
Julian Yarkony, Kamalika Chaudhuri
Convex Optimization For Non-Convex Problems via Column Generation. CoRR (2016)
Julian Yarkony
Tracking Objects with Higher Order Interactions using Delayed Column Generation. CoRR (2015)
Julian Yarkony, Charless C. Fowlkes
Planar Ultrametrics for Image Segmentation. NIPS (2015)
Julian Yarkony
Next Generation Multicuts for Semi-Planar Graphs. CoRR (2015)
Julian Yarkony
Planar Ultrametric Rounding for Image Segmentation. CoRR (2015)
Julian Yarkony, Thorsten Beier, Pierre Baldi, Fred A. Hamprecht
Parallel Multicut Segmentation via Dual Decomposition. NFMCP (2014)
Julian Yarkony, Chong Zhang, Charless C. Fowlkes
Hierarchical Planar Correlation Clustering for Cell Segmentation. EMMCVPR (2014)
Chong Zhang, Julian Yarkony, Fred A. Hamprecht
Cell Detection and Segmentation Using Correlation Clustering. MICCAI (1) (2014)
Björn Andres, Julian Yarkony, B. S. Manjunath, Steffen Kirchhoff, Engin Türetken, Charless C. Fowlkes, Hanspeter Pfister
Segmenting Planar Superpixel Adjacency Graphs w.r.t. Non-planar Superpixel Affinity Graphs. EMMCVPR (2013)
Julian Yarkony, Alexander T. Ihler, Charless C. Fowlkes
Fast Planar Correlation Clustering for Image Segmentation. ECCV (6) (2012)
Julian Yarkony, Alexander T. Ihler, Charless C. Fowlkes
Fast Planar Correlation Clustering for Image Segmentation CoRR (2012)
Julian Yarkony, Ragib Morshed, Alexander T. Ihler, Charless C. Fowlkes
Tightening MRF Relaxations with Planar Subproblems CoRR (2012)
Julian Yarkony, Alexander T. Ihler, Charless C. Fowlkes
Planar Cycle Covering Graphs. UAI (2011)
Julian Yarkony, Alexander T. Ihler, Charless C. Fowlkes
Planar Cycle Covering Graphs CoRR (2011)
Julian Yarkony, Ragib Morshed, Alexander T. Ihler, Charless C. Fowlkes
Tightening MRF Relaxations with Planar Subproblems. UAI (2011)
Julian Yarkony, Charless C. Fowlkes, Alexander T. Ihler
Covering trees and lower-bounds on quadratic assignment. CVPR (2010)