Tomer Hertz

According to our database, Tomer Hertz authored at least 25 papers between 2002 and 2020.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2020

Validity of machine learning in biology and medicine increased through collaborations across fields of expertise.

Maria Littmann, Katharina Selig, Liel Cohen-Lavi, Yotam Frank, Peter Hönigschmid, Evans Kataka, Anja Mösch, Kun Qian, Avihai Ron, Sebastian Schmid, Adam Sorbie, Liran Szlak, Ayana Dagan-Wiener, Nir Ben-Tal, Masha Y. Niv, Daniel Razansky, Björn W. Schuller, Donna P. Ankerst, Tomer Hertz, Burkhard Rost

Nat. Mach. Intell., 2020

2015

: Comprehensive Sieve Analysis of Breakthrough HIV-1 Sequences in the RV144 Vaccine Efficacy Trial.

Paul Thatcher Edlefsen, Morgane Rolland, Tomer Hertz, Sodsai Tovanabutra, Andrew J. Gartland, Allan C. deCamp, Craig A. Magaret, Hasan Ahmed, Raphael Gottardo, Michal Juraska, Connor McCoy, Brendan B. Larsen, Eric Sanders-Buell, Chris Carrico, Sergey Menis, Meera Bose, Miguel A. Arroyo, Robert J. O'Connell, Sorachai Nitayaphan, Punnee Pitisuttithum, Jaranit Kaewkungwal, Supachai Rerks-Ngarm, Merlin L. Robb, Tatsiana Kirys, Ivelin Georgiev, Peter D. Kwong, Konrad Scheffler, Sergei L. Kosakovsky Pond, Jonathan M. Carlson, Nelson Michael, William R. Schief, James I. Mullins, Jerome H. Kim, Peter B. Gilbert

PLoS Comput. Biol., 2015

2011

Using HLA binding prediction algorithms for epitope mapping in HIV vaccine clinical trials.

Dan He, Pratima Kunwar, Eleazar Eskin, Helen Horton, Peter B. Gilbert, Tomer Hertz

Proceedings of the ACM International Conference on Bioinformatics, 2011

2009

Category learning from equivalence constraints.

Rubi Hammer, Tomer Hertz, Shaul Hochstein, Daphna Weinshall

Cogn. Process., 2009

2008

Portably solving file races with hardness amplification.

Dan Tsafrir, Tomer Hertz, David A. Wagner, Dilma Da Silva

ACM Trans. Storage, 2008

Population Sequencing Using Short Reads: HIV as a Case Study.

Vladimir Jojic, Tomer Hertz, Nebojsa Jojic

Proceedings of the Biocomputing 2008, 2008

Portably Solving File TOCTTOU Races with Hardness Amplification.

Dan Tsafrir, Tomer Hertz, David A. Wagner, Dilma Da Silva

Proceedings of the 6th USENIX Conference on File and Storage Technologies, 2008

2007

Identifying HLA supertypes by learning distance functions.

Tomer Hertz, Chen Yanover

Bioinform., 2007

Classification with Positive and Negative Equivalence Constraints: Theory, Computation and Human Experiments.

Rubi Hammer, Tomer Hertz, Shaul Hochstein, Daphna Weinshall

Proceedings of the Advances in Brain, 2007

2006

Learning distance functions : algorithms and applications (למידת פונקציות מרחק.).

Tomer Hertz

PhD thesis, 2006

PepDist: A New Framework for Protein-Peptide Binding Prediction based on Learning Peptide Distance Functions.

Tomer Hertz, Chen Yanover

BMC Bioinform., 2006

Learning a kernel function for classification with small training samples.

Tomer Hertz, Aharon Bar-Hillel, Daphna Weinshall

Proceedings of the Machine Learning, 2006

2005

Learning a Mahalanobis Metric from Equivalence Constraints.

Aharon Bar-Hillel, Tomer Hertz, Noam Shental, Daphna Weinshall

J. Mach. Learn. Res., 2005

Predicting Protein-Peptide Binding Affinity by Learning Peptide-Peptide Distance Functions.

Chen Yanover, Tomer Hertz

Proceedings of the Research in Computational Molecular Biology, 2005

Analyzing Auditory Neurons by Learning Distance Functions.

Inna Weiner, Tomer Hertz, Israel Nelken, Daphna Weinshall

Proceedings of the Advances in Neural Information Processing Systems 18 [Neural Information Processing Systems, 2005

Efficient Learning of Relational Object Class Models.

Aharon Bar-Hillel, Tomer Hertz, Daphna Weinshall

Proceedings of the 10th IEEE International Conference on Computer Vision (ICCV 2005), 2005

Object Class Recognition by Boosting a Part-Based Model.

Aharon Bar-Hillel, Tomer Hertz, Daphna Weinshall

Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2005), 2005

2004

Boosting margin based distance functions for clustering.

Tomer Hertz, Aharon Bar-Hillel, Daphna Weinshall

Proceedings of the Machine Learning, 2004

Learning Distance Functions for Image Retrieval.

Tomer Hertz, Aharon Bar-Hillel, Daphna Weinshall

Proceedings of the 2004 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2004), with CD-ROM, 27 June, 2004

2003

Pairwise Clustering and Graphical Models.

Noam Shental, Assaf Zomet, Tomer Hertz, Yair Weiss

Proceedings of the Advances in Neural Information Processing Systems 16 [Neural Information Processing Systems, 2003

Computing Gaussian Mixture Models with EM Using Equivalence Constraints.

Noam Shental, Aharon Bar-Hillel, Tomer Hertz, Daphna Weinshall

Proceedings of the Advances in Neural Information Processing Systems 16 [Neural Information Processing Systems, 2003

Learning Distance Functions using Equivalence Relations.

Aharon Bar-Hillel, Tomer Hertz, Noam Shental, Daphna Weinshall

Proceedings of the Machine Learning, 2003

Learning and Inferring Image Segmentations using the GBP Typical Cut Algorithm.

Noam Shental, Assaf Zomet, Tomer Hertz, Yair Weiss

Proceedings of the 9th IEEE International Conference on Computer Vision (ICCV 2003), 2003

Enhancing Image and Video Retrieval: Learning via Equivalence Constraint.

Tomer Hertz, Noam Shental, Aharon Bar-Hillel, Daphna Weinshall

Proceedings of the 2003 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2003), 2003

2002

Adjustment Learning and Relevant Component Analysis.

Noam Shental, Tomer Hertz, Daphna Weinshall, Misha Pavel

Proceedings of the Computer Vision, 2002