Vaculin, Roman

7 publications

ICLR 2026 Adaptive Conformal Anomaly Detection with Time Series Foundation Models for Signal Monitoring. Natalia Martinez, Fearghal O'Donncha, Wesley M. Gifford, Nianjun Zhou, Dhaval C Patel, Roman Vaculin

UAI 2024 Identifying Homogeneous and Interpretable Groups for Conformal Prediction Natalia Martinez Gil, Dhaval Patel, Chandra Reddy, Giri Ganapavarapu, Roman Vaculin, Jayant Kalagnanam

NeurIPSW 2023 Cost-Aware Counterfactuals for Black Box Explanations Natalia Martinez, Kanthi Sarpatwar, Sumanta Mukherjee, Roman Vaculin

CVPRW 2020 Privacy Enhanced Decision Tree Inference Kanthi K. Sarpatwar, Nalini K. Ratha, Karthik Nandakumar, Karthikeyan Shanmugam, James T. Rayfield, Sharath Pankanti, Roman Vaculín

CVPRW 2019 Blockchain Enabled AI Marketplace: The Price You Pay for Trust Kanthi K. Sarpatwar, Venkata Sitaramagiridharganesh Ganapavarapu, Karthikeyan Shanmugam, Akond Rahman, Roman Vaculín

NeurIPS 2019 Differentially Private Distributed Data Summarization Under Covariate Shift Kanthi Sarpatwar, Karthikeyan Shanmugam, Venkata Sitaramagiridharganesh Ganapavarapu, Ashish Jagmohan, Roman Vaculin

IJCAI 2019 Similarity Preserving Representation Learning for Time Series Clustering Qi Lei, Jinfeng Yi, Roman Vaculín, Lingfei Wu, Inderjit S. Dhillon