T. Hertz

发表

Computing Gaussian Mixture Models with EM using Side-Information

D. Weinshall, Aharon Bar-Hillel, N. Shental, 2003 .

Adjustment Learning and Relevant Component Analysis

Misha Pavel, Tomer Hertz, Daphna Weinshall, 2002, ECCV.

Learning a Mahalanobis Metric from Equivalence Constraints

Tomer Hertz, Daphna Weinshall, Noam Shental, 2005, J. Mach. Learn. Res..

Learning Distance Functions using Equivalence Relations

Tomer Hertz, Daphna Weinshall, Noam Shental, 2003, ICML.

Boosting margin based distance functions for clustering

Tomer Hertz, Daphna Weinshall, Aharon Bar-Hillel, 2004, ICML.

Enhancing image and video retrieval: learning via equivalence constraints

Daphna Weinshall, Noam Shental, Aharon Bar-Hillel, 2003, 2003 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 2003. Proceedings..

Learning a kernel function for classification with small training samples

Daphna Weinshall, Aharon Bar-Hillel, Tomer Hertz, 2006, ICML.

Computing Gaussian Mixture Models with EM Using Equivalence Constraints

Tomer Hertz, Daphna Weinshall, Noam Shental, 2003, NIPS.

Learning distance functions for image retrieval

Daphna Weinshall, Aharon Bar-Hillel, Tomer Hertz, 2004, CVPR 2004.

Learning distance functions for image retrieval

Tomer Hertz, Daphna Weinshall, Aharon Bar-Hillel, 2004, Proceedings of the 2004 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 2004. CVPR 2004..

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

B. Rost, N. Ben-Tal, Björn Schuller, 2020, Nature Machine Intelligence.

Quantifiable predictive features define epitope-specific T cell receptor repertoires

P. Bradley, T. Hertz, P. Dash, 2017, Nature.

Comparison processes in category learning: From theory to behavior

S. Hochstein, D. Weinshall, Aharon Bar-Hillel, 2008, Brain Research.

Pooled-Peptide Epitope Mapping Strategies Are Efficient and Highly Sensitive: An Evaluation of Methods for Identifying Human T Cell Epitope Specificities in Large-Scale HIV Vaccine Efficacy Trials

Greg Finak, Tomer Hertz, Peter B. Gilbert, 2016, PloS one.

Object class recognition by boosting a part-based model

Daphna Weinshall, Aharon Bar-Hillel, Tomer Hertz, 2005, 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'05).

Efficient high-throughput SARS-CoV-2 testing to detect asymptomatic carriers

N. Shental, T. Hertz, A. Porgador, 2020, Science Advances.

“Learning to Learn” HLA-Peptide Binding Specificity using Supertypes

T. Hertz, 2006 .

A Modular Cytokine Analysis Method Reveals Novel Associations With Clinical Phenotypes and Identifies Sets of Co-signaling Cytokines Across Influenza Natural Infection Cohorts and Healthy Controls

Paul G. Thomas, R. Webby, T. Hertz, 2019, Front. Immunol..

Mucosal Immune Responses Predict Clinical Outcomes during In fl uenza Infection Independently of Age and Viral Load Christine

T. Hertz, P. Thomas, Sook-San Wong, 2014 .

Mucosal immune responses predict clinical outcomes during influenza infection independently of age and viral load.

R. Webby, T. Hertz, P. Thomas, 2014, American journal of respiratory and critical care medicine.

TCR meta-clonotypes for biomarker discovery with tcrdist3: identification of public, HLA-restricted SARS-CoV-2 associated TCR features

P. Bradley, T. Hertz, L. Cohen-Lavi, 2020, bioRxiv.

Classification with Positive and Negative Constraints: Theory, Computation and Cognition

S. Hochstein, D. Weinshall, T. Hertz, 2007 .

Antibody Epitopes Identified in Critical Regions of Dengue Virus Nonstructural 1 Protein in Mouse Vaccination and Natural Human Infections

T. Hertz, E. Harris, P. Beatty, 2017, The Journal of Immunology.

ELISA on Chip: High throughput antibody profiling using antigen microarrays

T. Hertz, M. McGargill, R. Gazit, 2022, medRxiv.

Category Learning in Humans by Equivalence Constraints

S. Hochstein, D. Weinshall, T. Hertz, 2004 .

A study of vaccine-induced immune pressure on breakthrough infections in the Phambili phase 2b HIV-1 vaccine efficacy trial.

J. Mullins, T. Hertz, J. Kublin, 2016, Vaccine.

Putative amino acid determinants of the emergence of the 2009 influenza A (H1N1) virus in the human population

Tomer Hertz, Nir Ben-Tal, Daphna Meroz, 2011, Proceedings of the National Academy of Sciences.

Obesity Outweighs Protection Conferred by Adjuvanted Influenza Vaccination

T. Hertz, S. Schultz-Cherry, F. Krammer, 2016, mBio.

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

Rubi Hammer, Tomer Hertz, Shaul Hochstein, 2007, BVAI.

Mapping the Landscape of Host-Pathogen Coevolution: HLA Class I Binding and Its Relationship with Evolutionary Conservation in Human and Viral Proteins

Nebojsa Jojic, Tomer Hertz, David Nolan, 2010, Journal of Virology.

Cytokine Profiles of Severe Influenza Virus-Related Complications in Children

T. Hertz, A. Randolph, A. Fiore-Gartland, 2017, Front. Immunol..

Vaccination With Heterologous HIV-1 Envelope Sequences and Heterologous Adenovirus Vectors Increases T-Cell Responses to Conserved Regions: HVTN 083.

S. Hammer, H. Liao, T. Hertz, 2016, The Journal of infectious diseases.

MRKAd5 HIV-1 Gag/Pol/Nef Vaccine-Induced T-Cell Responses Inadequately Predict Distance of Breakthrough HIV-1 Sequences to the Vaccine or Viral Load

Tomer Hertz, Julian Wolfson, Holly Janes, 2012, PloS one.

HLA targeting efficiency correlates with human T-cell response magnitude and with mortality from influenza A infection

N. Jojic, I. James, S. Mallal, 2012, Proceedings of the National Academy of Sciences.

HIV-1 Vaccine-Induced T-Cell Reponses Cluster in Epitope Hotspots that Differ from Those Induced in Natural Infection with HIV-1

T. Hertz, S. Self, S. Buchbinder, 2013, PLoS pathogens.

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

Tomer Hertz, Eleazar Eskin, Dan He, 2011, BCB '11.

Superior Control of HIV-1 Replication by CD8+ T Cells Targeting Conserved Epitopes: Implications for HIV Vaccine Design

J. Mullins, T. Hertz, A. Collier, 2013, PloS one.

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

Raphael Gottardo, Tomer Hertz, Sergei L. Kosakovsky Pond, 2015, PLoS Comput. Biol..

Efficient high-throughput SARS-CoV-2 testing to detect asymptomatic carriers

Tomer Hertz, Noam Shental, Angel Porgador, 2020, Science Advances.

Analysis of HLA A*02 Association with Vaccine Efficacy in the RV144 HIV-1 Vaccine Trial

Raphael Gottardo, Tomer Hertz, John Sidney, 2014, Journal of Virology.

Increased HIV-1 vaccine efficacy against viruses with genetic signatures in Env-V2

Tomer Hertz, Peter D. Kwong, Hasan Ahmed, 2012, Nature.

Identifying HLA supertypes by learning distance functions

Tomer Hertz, Chen Yanover, C. Yanover, 2007, Bioinform..

TCR meta-clonotypes for biomarker discovery with tcrdist3 enabled identification of public, HLA-restricted clusters of SARS-CoV-2 TCRs

T. Hertz, L. Cohen-Lavi, A. Fiore-Gartland, 2021, eLife.

Machine learning competition in immunology - Prediction of HLA class I binding peptides.

Harris Papadopoulos, Tomer Hertz, Vladimir Brusic, 2011, Journal of immunological methods.

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

Tomer Hertz, Chen Yanover, C. Yanover, 2006, BMC Bioinformatics.

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

Tomer Hertz, Chen Yanover, C. Yanover, 2005, RECOMB.

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

Tomer Hertz, T. Hertz, 2006 .

Stochasticity constrained by deterministic effects of diet and age drive rumen microbiome assembly dynamics

Otto X. Cordero, E. Halperin, T. Hertz, 2020, Nature Communications.

Category learning from equivalence constraints

Rubi Hammer, Tomer Hertz, Shaul Hochstein, 2009, Cognitive Processing.

Changes to the dynamic nature of hemagglutinin and the emergence of the 2009 pandemic H1N1 influenza virus

Thomas P. Fabrizio, N. Ben-Tal, R. Webster, 2015, Scientific Reports.

mTOR modulates the antibody response to provide cross-protective immunity to lethal influenza infections

Maureen A. McGargill, Scott A. Brown, P. Bradley, 2013, Nature Immunology.

Study of Healthcare Personnel with Influenza and other Respiratory Viruses in Israel (SHIRI): study protocol

D. Greenberg, T. Hertz, A. Monto, 2018, BMC Infectious Diseases.

This information is current as Human Infections Protein in Mouse Vaccination and Natural Regions of Dengue Virus Nonstructural 1 Antibody Epitopes Identified in Critical

T. Hertz, E. Harris, P. Beatty, 2017 .

Immune history to influenza infection and vaccination predicts antibody responses to the seasonal influenza vaccine

T. Hertz, A. Monto, S. Ohmit, 2016, The Journal of Immunology.

Constrained evolution drives limited influenza diversity

T. Hertz, P. Thomas, 2012, BMC Biology.

Pairwise Clustering and Graphical Models

Tomer Hertz, Noam Shental, Assaf Zomet, 2003, NIPS.

Machine Learning Competition in Immunology – Prediction of HLA class I molecules

Christos, M. Polycarpou, O. Lund, 2011 .

Portably solving file races with hardness amplification

Tomer Hertz, Dan Tsafrir, David A. Wagner, 2008, TOS.

Portably Solving File TOCTTOU Races with Hardness Amplification

Tomer Hertz, Dan Tsafrir, David A. Wagner, 2008, FAST.

Obesity is associated with an altered baseline and post-vaccination influenza antibody repertoire

T. Hertz, L. Cohen-Lavi, Anat Burkovitz, 2021, medRxiv.

Analyzing Auditory Neurons by Learning Distance Functions

Tomer Hertz, Daphna Weinshall, Israel Nelken, 2005, NIPS.

Mucosal immune responses predict clinical outcomes during influenza infection independently of age and viral load.

R. Webby, T. Hertz, M. Caniza, 2014, American journal of respiratory and critical care medicine.

Machine learning competition in immunology - Prediction of HLA class I binding peptides.

M. Polycarpou, C. Yanover, Gajendra P.S. Raghava, 2011, Journal of immunological methods.