Marcel Zalmanovici

Researcher, International Business Machines

Joined

January 2024

Names

Marcel Zalmanovici (Preferred)

Emails

****@il.ibm.com (Confirmed)

Personal Links

DBLP

Career & Education History

Researcher

International Business Machines (ibm.com)

2002 – Present

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

Detectors for Safe and Reliable LLMs: Implementations, Uses, and Limitations
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 et al. (15 additional authors not shown)
- CoRR 2024
- Readers: Everyone
Unveiling Safety Vulnerabilities of Large Language Models
George Kour, Marcel Zalmanovici, Naama Zwerdling, Esther Goldbraich, Ora Nova Fandina, Ateret Anaby-Tavor, Orna Raz, Eitan Farchi
- Published: 01 Jan 2023, Last Modified: 26 Mar 2024
- CoRR 2023
- Readers: Everyone
High-quality Conversational Systems
Samuel Ackerman, Ateret Anaby-Tavor, Eitan Farchi, Esther Goldbraich, George Kour, Ella Rabinovich, Orna Raz, Saritha Route, Marcel Zalmanovici, Naama Zwerdling
- Published: 01 Jan 2022, Last Modified: 26 Mar 2024
- CoRR 2022
- Readers: Everyone
FreaAI: Automated extraction of data slices to test machine learning models
Samuel Ackerman, Orna Raz, Marcel Zalmanovici
- CoRR 2021
- Readers: Everyone
Density-based interpretable hypercube region partitioning for mixed numeric and categorical data
Samuel Ackerman, Eitan Farchi, Orna Raz, Marcel Zalmanovici, Maya Zohar
- CoRR 2021
- Readers: Everyone
Machine Learning Model Drift Detection Via Weak Data Slices
Samuel Ackerman, Parijat Dube, Eitan Farchi, Orna Raz, Marcel Zalmanovici
- CoRR 2021
- Readers: Everyone
Automatically detecting data drift in machine learning classifiers
Samuel Ackerman, Orna Raz, Marcel Zalmanovici, Aviad Zlotnick
- CoRR 2021
- Readers: Everyone
Classifier Data Quality: A Geometric Complexity Based Method for Automated Baseline And Insights Generation
George Kour, Marcel Zalmanovici, Orna Raz, Samuel Ackerman, Ateret Anaby-Tavor
- Published: 01 Jan 2021, Last Modified: 26 Mar 2024
- CoRR 2021
- Readers: Everyone
Detection of data drift and outliers affecting machine learning model performance over time
Samuel Ackerman, Eitan Farchi, Orna Raz, Marcel Zalmanovici, Parijat Dube
- 2020 (modified: 18 Jun 2024)
- CoRR 2020
- Readers: Everyone

View all 20 publications

Co-Authors

View all 63 co-authors