COBra: Copula-Based Portfolio Optimization. - Marc S. Paolella; Pawel Polak (Predictive Econometrics and Big Data, 2018)

Heterogeneous tail generalized COMFORT modeling via Cholesky decomposition. - Jeffrey Näf; Marc S. Paolella; Pawel Polak (J. Multivar. Anal., 2019)

CP-PINNs: Changepoints Detection in PDEs using Physics Informed Neural Networks with Total-Variation Penalty. - Zhikang Dong; Pawel Polak (CoRR, 2022)

Detection of (Hidden) Emotions from Videos using Muscles Movements and Face Manifold Embedding. - Juni Kim; Zhikang Dong; Eric Guan; Judah Rosenthal; Shi Fu; Miriam Rafailovich; Pawel Polak (CoRR, 2022)

Online Ensemble of Models for Optimal Predictive Performance with Applications to Sector Rotation Strategy. - Jiaju Miao; Pawel Polak (CoRR, 2023)

MuseChat: A Conversational Music Recommendation System for Videos. - Zhikang Dong; Xiulong Liu; Bin Chen; Pawel Polak; Peng Zhang (CVPR, 2024)

Robust Covariance Matrix Estimator with Change Points for Multivariate Jump Diffusion Process. - Greeshma Balabhadra; El Mehdi Ainasse; Pawel Polak (ICoMS, 2024)

Face-GPS: A Comprehensive Technique for Quantifying Facial Muscle Dynamics in Videos. - Juni Kim; Zhikang Dong; Pawel Polak (CoRR, 2024)

Online Nonconvex Bilevel Optimization with Bregman Divergences. - Jason Bohne; David Rosenberg; Gary Kazantsev; Pawel Polak (CoRR, 2024)

Every Image Listens, Every Image Dances: Music-Driven Image Animation. - Zhikang Dong; Weituo Hao; Ju-Chiang Wang; Peng Zhang; Pawel Polak (CoRR, 2025)