Zohar Karnin

Technion – Israel Institute of Technology — Israel

Computer Science · Physical Sciences

20h-index1.5kcitations85works1.02yr avg
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Research Topics

Machine Learning and Algorithms(29), Advanced Bandit Algorithms Research(16), Complexity and Algorithms in Graphs(15), Machine Learning and Data Classification(13), Optimization and Search Problems(9)

Publications85 total

Generating Diverse Q&A Benchmarks for RAG Evaluation with DataMorgana
arXiv (Cornell University)·2025· 2 citedOpen Access
Generating Q&A Benchmarks for RAG Evaluation in Enterprise Settings
2025Open Access
The Cross-Lingual Cost: Retrieval Biases in RAG over Arabic-English Corpora
2025Open Access
The Distracting Effect: Understanding Irrelevant Passages in RAG
2025· 2 citedOpen Access
Quality Matters: Evaluating Synthetic Data for Tool-Using LLMs
arXiv (Cornell University)·2024Open Access
Quality Matters: Evaluating Synthetic Data for Tool-Using LLMs
2024· 2 citedOpen Access
Extended Conversion: Capturing Successful Interactions in Voice Shopping
2023· 2 citedOpen Access
Uncovering Drift in Textual Data: An Unsupervised Method for Detecting and Mitigating Drift in Machine Learning Models
arXiv (Cornell University)·2023Open Access
Relative Error Streaming Quantiles
Journal of the ACM·2023· 2 citedOpen Access
Representation Projection Invariance Mitigates Representation Collapse
2023· 1 citedOpen Access
Streaming Quantiles Algorithms with Small Space and Update Time
Sensors·2022· 14 citedOpen Access
Amazon SageMaker Model Monitor: A System for Real-Time Insights into Deployed Machine Learning Models
Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining·2022· 44 citedOpen Access
Relative Error Streaming Quantiles
ACM SIGMOD Record·2022· 1 cited
Representation Projection Invariance Mitigates Representation Collapse
arXiv (Cornell University)·2022· 1 citedOpen Access
Pyramid-BERT: Reducing Complexity via Successive Core-set based Token Selection
arXiv (Cornell University)·2022Open Access
Pyramid-BERT: Reducing Complexity via Successive Core-set based Token Selection
Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)·2022· 8 citedOpen Access
Amazon SageMaker Model Monitor: A System for Real-Time Insights into Deployed Machine Learning Models
arXiv (Cornell University)·2021Open Access
Improving Early Sepsis Prediction with Multi Modal Learning
arXiv (Cornell University)·2021· 6 citedOpen Access
Domain Adaptation via Anaomaly Detection
2021
GANMEX: Class-Targeted One-vs-One Attributions using GAN-based Model Explainability
2021
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Frequent Co-authors

Edo Liberty(11), Amir Shpilka(7), Yoelle Maarek(6), Ashish Khetan(4), Oren Somekh(3), Laurence Rouesnel(3), Piali Das(3), Philip Gautier(3), Nir Ailon(3), Nikita Ivkin(3), Masrour Zoghi(3), Elad Hazan(3), Tomer Koren(2), Kevin Lang(2), Mihajlo Grbovic(2), Guy Halawi(2), Tanya Bansal(2), Leo Dirac(2), Andre Perunicic(2), Iaroslav Shcherbatyi(2)