Pawel Polak

According to our database, Pawel Polak authored at least 9 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Online Nonconvex Bilevel Optimization with Bregman Divergences.

Jason Bohne, David Rosenberg, Gary Kazantsev, Pawel Polak

CoRR, 2024

Face-GPS: A Comprehensive Technique for Quantifying Facial Muscle Dynamics in Videos.

Juni Kim, Zhikang Dong, Pawel Polak

CoRR, 2024

Robust Covariance Matrix Estimator with Change Points for Multivariate Jump Diffusion Process.

Greeshma Balabhadra, El Mehdi Ainasse, Pawel Polak

Proceedings of the 2024 7th International Conference on Mathematics and Statistics, 2024

MuseChat: A Conversational Music Recommendation System for Videos.

Zhikang Dong, Xiulong Liu, Bin Chen, Pawel Polak, Peng Zhang

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023

Online Ensemble of Models for Optimal Predictive Performance with Applications to Sector Rotation Strategy.

Jiaju Miao, Pawel Polak

CoRR, 2023

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

CP-PINNs: Changepoints Detection in PDEs using Physics Informed Neural Networks with Total-Variation Penalty.

Zhikang Dong, Pawel Polak

CoRR, 2022

2019

Heterogeneous tail generalized COMFORT modeling via Cholesky decomposition.

Jeffrey Näf, Marc S. Paolella, Pawel Polak

J. Multivar. Anal., 2019

2018

COBra: Copula-Based Portfolio Optimization.

Marc S. Paolella, Pawel Polak

Proceedings of the Predictive Econometrics and Big Data, 2018