Eyal Gofer

Visiting Fellow

Machine learning, computer vision, and image processing

Adaptive LiDAR Sampling and Depth Completion using Ensemble Variance arxiv
Gofer E., Praisler, S., Gilboa, G.
IEEE Transactions on Image Processing, vol. 30, pages 8900-8912, 2021‏
A DREAM Challenge to Build Prediction Models for Short-Term Discontinuation of Docetaxel in Metastatic Castration-Resistant Prostate Cancer
Seyednasrollah, F., Koestler, D. C., Wang, T., Piccolo, S. R., Vega, R., Greiner, R., Fuchs, C., Gofer, E., Kumar, L., Wolfinger, R. D., et al.
JCO Clinical Cancer Informatics, vol. 1, pages 1-15, 2017
Lower Bounds on Individual Sequence Regret
Gofer, E., Mansour, Y.
Machine Learning vol. 103(1), pages 1-26, 2016
Discovery and Validation of Novel Peptide Agonists for G-protein-coupled Receptors
Shemesh, R., Toporik, A., Levine, Z., Hecht, I., Rotman, G., Wool, A., Dahary, D., Gofer, E., Kliger, Y., Ayalon Soffer, M., Rosenberg, A., Eshel, D., Cohen, Y.
Journal of Biological Chemistry vol. 283(50), pages 34643-34649, 2008
Predicting Proteolytic Sites in Extracellular Proteins: Only Halfway There
Kliger, Y., Gofer, E., Wool, A., Toporik, A., Apatoff, A., Olshansky, M.
Bioinformatics vol. 24(8), pages 1049-1055, 2008

Theoretical Foundations for Pseudo-Inversion of Nonlinear Operators arxiv
Gofer, E., Gilboa, G.
Proceedings of the 9th International Conference on Scale Space and Variational Methods in Computer Vision (SSVM), 2023
Higher-Order Regret Bounds with Switching Costs
Gofer, E.
Proceedings of the 27th Conference on Learning Theory (COLT), 2014
Regret Minimization for Branching Experts
Gofer, E., Cesa-Bianchi, N., Gentile, C., Mansour, Y.
Proceedings of the 26th Conference on Learning Theory (COLT), 2013
Lower Bounds on Individual Sequence Regret
Gofer, E., Mansour, Y.
Proceedings of the 23rd International Conference on Algorithmic Learning Theory (ALT), 2012
Regret Minimization Algorithms for Pricing Lookback Options
Gofer, E., Mansour, Y.
Proceedings of the 22nd International Conference on Algorithmic Learning Theory (ALT), 2011
Pricing Exotic Derivatives Using Regret Minimization
Gofer, E., Mansour, Y.
Proceedings of the Fourth Symposium on Algorithmic Game Theory (SAGT), 2011