Luke Bornn

16 papers A* 2Journal 13Unranked 1
YearRankTypeTitle / Venue / Authors
2021 J jnl
A framework for the fine-grained evaluation of the instantaneous expected value of soccer possessions.
Mach. Learn.
Javier Fernández, Luke Bornn, Daniel Cervone
2021 J jnl
Inverse Bayesian Optimization: Learning Human Search Strategies in a Sequential Optimization Task.
CoRR
Nathan Sandholtz, Yohsuke Miyamoto, Luke Bornn, Maurice Smith
2020 J jnl
A framework for the fine-grained evaluation of the instantaneous expected value of soccer possessions.
CoRR
Javier Fernández, Luke Bornn, Daniel Cervone
2020 — conf
SoccerMap: A Deep Learning Architecture for Visually-Interpretable Analysis in Soccer.
ECML/PKDD (5)
Javier Fernández, Luke Bornn
2020 J jnl
SoccerMap: A Deep Learning Architecture for Visually-Interpretable Analysis in Soccer.
CoRR
Javier Fernández, Luke Bornn
2018 J jnl
Time Perception Machine: Temporal Point Processes for the When, Where and What of Activity Prediction.
CoRR
Yatao Zhong, Bicheng Xu, Guang-Tong Zhou, Luke Bornn, Greg Mori
2017 J jnl
Adjusting for scorekeeper bias in NBA box scores.
Data Min. Knowl. Discov.
Matthew van Bommel, Luke Bornn
2017 J jnl
Improving simulated annealing through derandomization.
J. Glob. Optim.
Mathieu Gerber, Luke Bornn
2017 J jnl
Learning Person Trajectory Representations for Team Activity Analysis.
CoRR
Nazanin Mehrasa, Yatao Zhong, Frederick Tung, Luke Bornn, Greg Mori
2017 J jnl
Modeling offensive player movement in professional basketball.
PeerJ Prepr.
Steven Wu, Luke Bornn
2017 J jnl
The use of a single pseudo-sample in approximate Bayesian computation.
Stat. Comput.
Luke Bornn, Natesh S. Pillai, Aaron Smith, Dawn Woodard
2016 J jnl
Herded Gibbs Sampling.
J. Mach. Learn. Res.
Yutian Chen, Luke Bornn, Nando de Freitas, Mareija Eskelin, Jing Fang, Max Welling
2014 J jnl
Diversifying Sparsity Using Variational Determinantal Point Processes.
CoRR
Nematollah Kayhan Batmanghelich, Gerald T. Quon, Alex Kulesza, Manolis Kellis, Polina Golland, Luke Bornn
2014 A* conf
Factorized Point Process Intensities: A Spatial Analysis of Professional Basketball.
ICML
Andrew C. Miller, Luke Bornn, Ryan P. Adams, Kirk Goldsberry
2013 A* conf
Herded Gibbs Sampling
ICLR
Luke Bornn, Yutian Chen, Nando de Freitas, Mareija Eskelin, Jing Fang, Max Welling
2013 J jnl
Sequential Monte Carlo Bandits.
CoRR
Michael Cherkassky, Luke Bornn