Tomer Hertz

Publication Activity (10 Years)

Years Active: 2002-2020
Publications (10 Years): 1

Top Topics

Machine Learning

Inductive Learning

Top Venues

Nat. Mach. Intell.

PLoS Comput. Biol.

Publications

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
Validity of machine learning in biology and medicine increased through collaborations across fields of expertise. Nat. Mach. Intell. 2 (1) (2020)
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
: Comprehensive Sieve Analysis of Breakthrough HIV-1 Sequences in the RV144 Vaccine Efficacy Trial. PLoS Comput. Biol. 11 (2) (2015)
Dan He, Pratima Kunwar, Eleazar Eskin, Helen Horton, Peter B. Gilbert, Tomer Hertz
Using HLA binding prediction algorithms for epitope mapping in HIV vaccine clinical trials. BCB (2011)
Rubi Hammer, Tomer Hertz, Shaul Hochstein, Daphna Weinshall
Category learning from equivalence constraints. Cogn. Process. 10 (3) (2009)
Dan Tsafrir, Tomer Hertz, David A. Wagner, Dilma Da Silva
Portably Solving File TOCTTOU Races with Hardness Amplification. FAST (2008)
Vladimir Jojic, Tomer Hertz, Nebojsa Jojic
Population Sequencing Using Short Reads: HIV as a Case Study. Pacific Symposium on Biocomputing (2008)
Dan Tsafrir, Tomer Hertz, David A. Wagner, Dilma Da Silva
Portably solving file races with hardness amplification. ACM Trans. Storage 4 (3) (2008)
Rubi Hammer, Tomer Hertz, Shaul Hochstein, Daphna Weinshall
Classification with Positive and Negative Equivalence Constraints: Theory, Computation and Human Experiments. BVAI (2007)
Tomer Hertz, Chen Yanover
Identifying HLA supertypes by learning distance functions. Bioinform. 23 (2) (2007)
Tomer Hertz, Chen Yanover
PepDist: A New Framework for Protein-Peptide Binding Prediction based on Learning Peptide Distance Functions. BMC Bioinform. 7 (S-1) (2006)
Tomer Hertz, Aharon Bar-Hillel, Daphna Weinshall
Learning a kernel function for classification with small training samples. ICML (2006)
Aharon Bar-Hillel, Tomer Hertz, Daphna Weinshall
Object Class Recognition by Boosting a Part-Based Model. CVPR (1) (2005)
Aharon Bar-Hillel, Tomer Hertz, Daphna Weinshall
Efficient Learning of Relational Object Class Models. ICCV (2005)
Aharon Bar-Hillel, Tomer Hertz, Noam Shental, Daphna Weinshall
Learning a Mahalanobis Metric from Equivalence Constraints. J. Mach. Learn. Res. 6 (2005)
Chen Yanover, Tomer Hertz
Predicting Protein-Peptide Binding Affinity by Learning Peptide-Peptide Distance Functions. RECOMB (2005)
Inna Weiner, Tomer Hertz, Israel Nelken, Daphna Weinshall
Analyzing Auditory Neurons by Learning Distance Functions. NIPS (2005)
Tomer Hertz, Aharon Bar-Hillel, Daphna Weinshall
Learning Distance Functions for Image Retrieval. CVPR (2) (2004)
Tomer Hertz, Aharon Bar-Hillel, Daphna Weinshall
Boosting margin based distance functions for clustering. ICML (2004)
Aharon Bar-Hillel, Tomer Hertz, Noam Shental, Daphna Weinshall
Learning Distance Functions using Equivalence Relations. ICML (2003)
Noam Shental, Assaf Zomet, Tomer Hertz, Yair Weiss
Pairwise Clustering and Graphical Models. NIPS (2003)
Noam Shental, Assaf Zomet, Tomer Hertz, Yair Weiss
Learning and Inferring Image Segmentations using the GBP Typical Cut Algorithm. ICCV (2003)
Noam Shental, Aharon Bar-Hillel, Tomer Hertz, Daphna Weinshall
Computing Gaussian Mixture Models with EM Using Equivalence Constraints. NIPS (2003)
Tomer Hertz, Noam Shental, Aharon Bar-Hillel, Daphna Weinshall
Enhancing Image and Video Retrieval: Learning via Equivalence Constraint. CVPR (2) (2003)
Noam Shental, Tomer Hertz, Daphna Weinshall, Misha Pavel
Adjustment Learning and Relevant Component Analysis. ECCV (4) (2002)