Marcel Zalmanovici

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 17

Top Topics

Machine Learning

Business Requirements

Previously Unseen

Hierarchical Classification

Top Venues

ESEC/SIGSOFT FSE

Publications

Swapnaja Achintalwar, Adriana Alvarado Garcia, Ateret Anaby-Tavor, Ioana Baldini, Sara E. Berger, Bishwaranjan Bhattacharjee, Djallel Bouneffouf, Subhajit Chaudhury, Pin-Yu Chen, Lamogha Chiazor, Elizabeth M. Daly, Rogério Abreu de Paula, Pierre L. Dognin, Eitan Farchi, Soumya Ghosh, Michael Hind, Raya Horesh, George Kour, Ja Young Lee, Erik Miehling, Keerthiram Murugesan, Manish Nagireddy, Inkit Padhi, David Piorkowski, Ambrish Rawat, Orna Raz, Prasanna Sattigeri, Hendrik Strobelt, Sarathkrishna Swaminathan, Christoph Tillmann, Aashka Trivedi, Kush R. Varshney, Dennis Wei, Shalisha Witherspoon, Marcel Zalmanovici
Detectors for Safe and Reliable LLMs: Implementations, Uses, and Limitations. CoRR (2024)
Marcel Zalmanovici, Orna Raz, Eitan Farchi, Iftach Freund
Generating Unseen Code Tests In Infinitum. CoRR (2024)
George Kour, Marcel Zalmanovici, Naama Zwerdling, Esther Goldbraich, Ora Nova Fandina, Ateret Anaby-Tavor, Orna Raz, Eitan Farchi
Unveiling Safety Vulnerabilities of Large Language Models. CoRR (2023)
Samuel Ackerman, Ateret Anaby-Tavor, Eitan Farchi, Esther Goldbraich, George Kour, Ella Rabinovich, Orna Raz, Saritha Route, Marcel Zalmanovici, Naama Zwerdling
High-quality Conversational Systems. CoRR (2022)
Samuel Ackerman, Eitan Farchi, Orna Raz, Marcel Zalmanovici, Maya Zohar
Density-based interpretable hypercube region partitioning for mixed numeric and categorical data. CoRR (2021)
Samuel Ackerman, Orna Raz, Marcel Zalmanovici
FreaAI: Automated extraction of data slices to test machine learning models. CoRR (2021)
Samuel Ackerman, Parijat Dube, Eitan Farchi, Orna Raz, Marcel Zalmanovici
Machine Learning Model Drift Detection Via Weak Data Slices. CoRR (2021)
Samuel Ackerman, Parijat Dube, Eitan Farchi, Orna Raz, Marcel Zalmanovici
Machine Learning Model Drift Detection Via Weak Data Slices. DeepTest@ICSE (2021)
George Kour, Marcel Zalmanovici, Orna Raz, Samuel Ackerman, Ateret Anaby-Tavor
Classifier Data Quality: A Geometric Complexity Based Method for Automated Baseline And Insights Generation. CoRR (2021)
Samuel Ackerman, Orna Raz, Marcel Zalmanovici, Aviad Zlotnick
Automatically detecting data drift in machine learning classifiers. CoRR (2021)
Samuel Ackerman, Eitan Farchi, Orna Raz, Marcel Zalmanovici, Parijat Dube
Detection of data drift and outliers affecting machine learning model performance over time. CoRR (2020)
Sima Nadler, Orna Raz, Marcel Zalmanovici
Governance and Regulations Implications on Machine Learning (Brief Announcement). CSCML (2019)
Guy Barash, Eitan Farchi, Ilan Jayaraman, Orna Raz, Rachel Tzoref-Brill, Marcel Zalmanovici
Bridging the gap between ML solutions and their business requirements using feature interactions. ESEC/SIGSOFT FSE (2019)
Sujan Perera, Orna Raz, Ramani Routray, Shenghua Bao, Marcel Zalmanovici
Optimizing Hierarchical Classification with Adaptive Node Collapses. AAAI Workshops (2018)
Dale Blue, Orna Raz, Rachel Tzoref-Brill, Paul Wojciak, Marcel Zalmanovici
Proactive and pervasive combinatorial testing. ICSE (SEIP) (2018)
Yonit Magid, Rachel Tzoref-Brill, Marcel Zalmanovici
Coverage-based metrics for cloud adaptation. QUDOS@ISSTA (2016)
Marcel Zalmanovici, Orna Raz, Rachel Tzoref-Brill
Cluster-based test suite functional analysis. SIGSOFT FSE (2016)
Dorit Nuzman, Revital Eres, Sergei Dyshel, Marcel Zalmanovici, Jose Castanos
JIT technology with C/C++: Feedback-directed dynamic recompilation for statically compiled languages. ACM Trans. Archit. Code Optim. 10 (4) (2013)
Yosi Ben-Asher, Tomer Gal, Gadi Haber, Marcel Zalmanovici
Refactoring techniques for aggressive object inlining in Java applications. Autom. Softw. Eng. 19 (1) (2012)
Duc Vianney, Gadi Haber, Andre Heilper, Marcel Zalmanovici
Performance analysis and visualization tools for cell/B.E. multicore environment. IFMT (2008)
Shlomit S. Pinter, Marcel Zalmanovici
Data Sharing Conscious Scheduling for Multi-threaded Applications on SMP Machines. Euro-Par (2006)