Marcel Zalmanovici

25 papers Journal 15Unranked 10

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Evaluating perturbation robustnessof generative systems that use COBOL code inputs. CoRR Samuel Ackerman, Wesam Ibraheem, Orna Raz, Marcel Zalmanovici
2025	—	`conf`	Exploring Straightforward Methods for Automatic Conversational Red-Teaming. NAACL (Industry Track) George Kour, Naama Zwerdling, Marcel Zalmanovici, Ateret Anaby-Tavor, Ora Nova Fandina, Eitan Farchi
2025	J	`jnl`	PACIFIC: a framework for generating benchmarks to check Precise Automatically Checked Instruction Following In Code. CoRR Itay Dreyfuss, Antonio Abu Nassar, Samuel Ackerman, Axel Bendavid, Eitan Farchi, Rami Katan, Orna Raz, Marcel Zalmanovici
2024	J	`jnl`	Detectors for Safe and Reliable LLMs: Implementations, Uses, and Limitations. CoRR 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
2024	J	`jnl`	Exploring Straightforward Conversational Red-Teaming. CoRR George Kour, Naama Zwerdling, Marcel Zalmanovici, Ateret Anaby-Tavor, Ora Nova Fandina, Eitan Farchi
2024	J	`jnl`	Generating Unseen Code Tests In Infinitum. CoRR Marcel Zalmanovici, Orna Raz, Eitan Farchi, Iftach Freund
2023	J	`jnl`	Unveiling Safety Vulnerabilities of Large Language Models. CoRR George Kour, Marcel Zalmanovici, Naama Zwerdling, Esther Goldbraich, Ora Nova Fandina, Ateret Anaby-Tavor, Orna Raz, Eitan Farchi
2022	J	`jnl`	High-quality Conversational Systems. CoRR Samuel Ackerman, Ateret Anaby-Tavor, Eitan Farchi, Esther Goldbraich, George Kour, Ella Rabinovich, Orna Raz, Saritha Route, Marcel Zalmanovici, Naama Zwerdling
2021	J	`jnl`	Automatically detecting data drift in machine learning classifiers. CoRR Samuel Ackerman, Orna Raz, Marcel Zalmanovici, Aviad Zlotnick
2021	J	`jnl`	Classifier Data Quality: A Geometric Complexity Based Method for Automated Baseline And Insights Generation. CoRR George Kour, Marcel Zalmanovici, Orna Raz, Samuel Ackerman, Ateret Anaby-Tavor
2021	J	`jnl`	Density-based interpretable hypercube region partitioning for mixed numeric and categorical data. CoRR Samuel Ackerman, Eitan Farchi, Orna Raz, Marcel Zalmanovici, Maya Zohar
2021	J	`jnl`	FreaAI: Automated extraction of data slices to test machine learning models. CoRR Samuel Ackerman, Orna Raz, Marcel Zalmanovici
2021	—	`conf`	Machine Learning Model Drift Detection Via Weak Data Slices. DeepTest@ICSE Samuel Ackerman, Parijat Dube, Eitan Farchi, Orna Raz, Marcel Zalmanovici
2021	J	`jnl`	Machine Learning Model Drift Detection Via Weak Data Slices. CoRR Samuel Ackerman, Parijat Dube, Eitan Farchi, Orna Raz, Marcel Zalmanovici
2020	J	`jnl`	Detection of data drift and outliers affecting machine learning model performance over time. CoRR Samuel Ackerman, Eitan Farchi, Orna Raz, Marcel Zalmanovici, Parijat Dube
2019	—	`conf`	Bridging the gap between ML solutions and their business requirements using feature interactions. ESEC/SIGSOFT FSE Guy Barash, Eitan Farchi, Ilan Jayaraman, Orna Raz, Rachel Tzoref-Brill, Marcel Zalmanovici
2019	—	`conf`	Governance and Regulations Implications on Machine Learning (Brief Announcement). CSCML Sima Nadler, Orna Raz, Marcel Zalmanovici
2018	—	`conf`	Optimizing Hierarchical Classification with Adaptive Node Collapses. AAAI Workshops Sujan Perera, Orna Raz, Ramani Routray, Shenghua Bao, Marcel Zalmanovici
2018	—	`conf`	Proactive and pervasive combinatorial testing. ICSE (SEIP) Dale Blue, Orna Raz, Rachel Tzoref-Brill, Paul A. Wojciak, Marcel Zalmanovici
2016	—	`conf`	Cluster-based test suite functional analysis. SIGSOFT FSE Marcel Zalmanovici, Orna Raz, Rachel Tzoref-Brill
2016	—	`conf`	Coverage-based metrics for cloud adaptation. QUDOS@ISSTA Yonit Magid, Rachel Tzoref-Brill, Marcel Zalmanovici
2013	J	`jnl`	JIT technology with C/C++: Feedback-directed dynamic recompilation for statically compiled languages. ACM Trans. Archit. Code Optim. Dorit Nuzman, Revital Eres, Sergei Dyshel, Marcel Zalmanovici, José G. Castaños
2012	J	`jnl`	Refactoring techniques for aggressive object inlining in Java applications. Autom. Softw. Eng. Yosi Ben-Asher, Tomer Gal, Gadi Haber, Marcel Zalmanovici
2008	—	`conf`	Performance analysis and visualization tools for cell/B.E. multicore environment. IFMT Duc Vianney, Gadi Haber, Andre Heilper, Marcel Zalmanovici
2006	—	`conf`	Data Sharing Conscious Scheduling for Multi-threaded Applications on SMP Machines. Euro-Par Shlomit S. Pinter, Marcel Zalmanovici