Zohar Karnin

Publication Activity (10 Years)

Years Active: 2020-2023
Publications (10 Years): 14

Top Topics

Machine Learning Models

Top Venues

Publications

Anastasia Razdaibiedina, Ashish Khetan, Zohar Karnin, Daniel Khashabi, Vivek Madan
Representation Projection Invariance Mitigates Representation Collapse. EMNLP (Findings) (2023)
Saeed Khaki, Akhouri Abhinav Aditya, Zohar Karnin, Lan Ma, Olivia Pan, Samarth Marudheri Chandrashekar
Uncovering Drift in Textual Data: An Unsupervised Method for Detecting and Mitigating Drift in Machine Learning Models. CoRR (2023)
David Nigenda, Zohar Karnin, Muhammad Bilal Zafar, Raghu Ramesha, Alan Tan, Michele Donini, Krishnaram Kenthapadi
Amazon SageMaker Model Monitor: A System for Real-Time Insights into Deployed Machine Learning Models. KDD (2022)
Anastasia Razdaibiedina, Vivek Madan, Zohar Karnin, Ashish Khetan, Vishaal Kapoor
Improving language models fine-tuning with representation consistency targets. CoRR (2022)
Xin Huang, Ashish Khetan, Rene Bidart, Zohar Karnin
Pyramid-BERT: Reducing Complexity via Successive Core-set based Token Selection. ACL (1) (2022)
Graham Cormode, Zohar Karnin, Edo Liberty, Justin Thaler, Pavel Veselý
Relative Error Streaming Quantiles. SIGMOD Rec. 51 (1) (2022)
Xin Huang, Ashish Khetan, Rene Bidart, Zohar Karnin
Pyramid-BERT: Reducing Complexity via Successive Core-set based Token Selection. CoRR (2022)
Sheng-Min Shih, Pin-Ju Tien, Zohar Karnin
GANMEX: One-vs-One Attributions using GAN-based Model Explainability. ICML (2021)
Vivek Madan, Ashish Khetan, Zohar Karnin
TADPOLE: Task ADapted Pre-Training via AnOmaLy DEtection. EMNLP (1) (2021)
David Nigenda, Zohar Karnin, Muhammad Bilal Zafar, Raghu Ramesha, Alan Tan, Michele Donini, Krishnaram Kenthapadi
Amazon SageMaker Model Monitor: A System for Real-Time Insights into Deployed Machine Learning Models. CoRR (2021)
Fred Qin, Vivek Madan, Ujjwal Ratan, Zohar Karnin, Vishaal Kapoor, Parminder Bhatia, Taha A. Kass-Hout
Improving Early Sepsis Prediction with Multi Modal Learning. CoRR (2021)
Sheng-Min Shih, Pin-Ju Tien, Zohar Karnin
GANMEX: One-vs-One Attributions using GAN-based Model Explainability. CoRR (2020)
Julian Katz-Samuels, Lalit Jain, Zohar Karnin, Kevin G. Jamieson
An Empirical Process Approach to the Union Bound: Practical Algorithms for Combinatorial and Linear Bandits. CoRR (2020)
Julian Katz-Samuels, Lalit Jain, Zohar Karnin, Kevin G. Jamieson
An Empirical Process Approach to the Union Bound: Practical Algorithms for Combinatorial and Linear Bandits. NeurIPS (2020)