Berisha, Visar

8 publications

NeurIPS 2025 Statistically Valid Post-Deployment Monitoring Should Be Standard for AI-Based Digital Health Pavel Dolin, Weizhi Li, Gautam Dasarathy, Visar Berisha

TMLR 2024 Active Sequential Two-Sample Testing Weizhi Li, Prad Kadambi, Pouria Saidi, Karthikeyan Natesan Ramamurthy, Gautam Dasarathy, Visar Berisha

NeurIPS 2023 Learning Repeatable Speech Embeddings Using an Intra-Class Correlation Regularizer Jianwei Zhang, Suren Jayasuriya, Visar Berisha

AISTATS 2023 Smoothly Giving up: Robustness for Simple Models Tyler Sypherd, Nathaniel Stromberg, Richard Nock, Visar Berisha, Lalitha Sankar

UAI 2022 A Label Efficient Two-Sample Test Weizhi Li, Gautam Dasarathy, Karthikeyan Natesan Ramamurthy, Visar Berisha

NeurIPSW 2020 Comparing Fisher Information Regularization with Distillation for DNN Quantization Prad Kadambi, Karthikeyan Natesan Ramamurthy, Visar Berisha

NeurIPS 2020 Finding the Homology of Decision Boundaries with Active Learning Weizhi Li, Gautam Dasarathy, Karthikeyan Natesan Ramamurthy, Visar Berisha

AISTATS 2020 Regularization via Structural Label Smoothing Weizhi Li, Gautam Dasarathy, Visar Berisha