Pawel Polak

16 papers A* 1Journal 10Unranked 4
YearRankTypeTitle / Venue / Authors
2026 J jnl
Non-Stationary Functional Bilevel Optimization.
CoRR
Jason Bohne, Ieva Petrulionyte, Michael Arbel, Julien Mairal, Pawel Polak
2025 J jnl
Every Image Listens, Every Image Dances: Music-Driven Image Animation.
CoRR
Zhikang Dong, Weituo Hao, Ju-Chiang Wang, Peng Zhang, Pawel Polak
2025 — conf
Learning to Trade with Preferences: Interpretable Execution via Mixture-of-Experts.
ICAIF
Haohan Xu, Jason Bohne, Pawel Polak, David Byrd, David Rosenberg, Gary Kazantsev
2025 J jnl
Mix- and MoE-DPO: A Variational Inference Approach to Direct Preference Optimization.
CoRR
Jason Bohne, Pawel Polak, David Rosenberg, Brian Bloniarz, Gary Kazantsev
2025 — conf
Online Ensemble Learning for Sector Rotation: A Gradient-Free Framework.
ICAIF
Jiaju Miao, Pawel Polak
2025 — conf
Scaling Conditional Autoencoders for Portfolio Optimization via Uncertainty-Aware Factor Selection.
ICAIF
Ryan Engel, Yu Chen, Pawel Polak, Ioana Boier
2024 J jnl
Face-GPS: A Comprehensive Technique for Quantifying Facial Muscle Dynamics in Videos.
CoRR
Juni Kim, Zhikang Dong, Pawel Polak
2024 A* conf
MuseChat: A Conversational Music Recommendation System for Videos.
CVPR
Zhikang Dong, Xiulong Liu, Bin Chen, Pawel Polak, Peng Zhang
2024 J jnl
Online Nonconvex Bilevel Optimization with Bregman Divergences.
CoRR
Jason Bohne, David Rosenberg, Gary Kazantsev, Pawel Polak
2024 — conf
Robust Covariance Matrix Estimator with Change Points for Multivariate Jump Diffusion Process.
ICoMS
Greeshma Balabhadra, El Mehdi Ainasse, Pawel Polak
2023 J jnl
MuseChat: A Conversational Music Recommendation System for Videos.
CoRR
Zhikang Dong, Bin Chen, Xiulong Liu, Pawel Polak, Peng Zhang
2023 J jnl
Online Ensemble of Models for Optimal Predictive Performance with Applications to Sector Rotation Strategy.
CoRR
Jiaju Miao, Pawel Polak
2022 J jnl
CP-PINNs: Changepoints Detection in PDEs using Physics Informed Neural Networks with Total-Variation Penalty.
CoRR
Zhikang Dong, Pawel Polak
2022 J jnl
Detection of (Hidden) Emotions from Videos using Muscles Movements and Face Manifold Embedding.
CoRR
Juni Kim, Zhikang Dong, Eric Guan, Judah Rosenthal, Shi Fu, Miriam Rafailovich, Pawel Polak
2019 J jnl
Heterogeneous tail generalized COMFORT modeling via Cholesky decomposition.
J. Multivar. Anal.
Jeffrey Näf, Marc S. Paolella, Pawel Polak
2018 — ch.
COBra: Copula-Based Portfolio Optimization.
Predictive Econometrics and Big Data
Marc S. Paolella, Pawel Polak