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Pawel Polak

Orcid: 0000-0001-6645-015X

According to our database1, Pawel Polak authored at least 18 papers between 2018 and 2026.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book  In proceedings  Article  PhD thesis  Dataset  Other 

Links

On csauthors.net:

Bibliography

2026
When Quotes Crumble: Detecting Transient Mechanical Liquidity Erosion in Limit Order Books.
[BibTeX]
[DOI]
Haohan Xu
,
Jason Bohne
,
Pawel Polak
,
Yurij Baransky
,
Ajay Alva
,
Violetta Fedotova
,
Gary Kazantsev
,
David Rosenberg
CoRR, April, 2026

Non-Stationary Functional Bilevel Optimization.
[BibTeX]
[DOI]
Jason Bohne
,
Ieva Petrulionyte
,
Michael Arbel
,
Julien Mairal
,
Pawel Polak
CoRR, January, 2026

MuseDance: A Diffusion-based Music-Driven Image Animation System.
[BibTeX]
[DOI]
Zhikang Dong
,
Weituo Hao
,
Ju-Chiang Wang
,
Peng Zhang
,
Pawel Polak
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2026

2025
Mix- and MoE-DPO: A Variational Inference Approach to Direct Preference Optimization.
[BibTeX]
[DOI]
Jason Bohne
,
Pawel Polak
,
David Rosenberg
,
Brian Bloniarz
,
Gary Kazantsev
CoRR, October, 2025

Every Image Listens, Every Image Dances: Music-Driven Image Animation.
[BibTeX]
[DOI]
Zhikang Dong
,
Weituo Hao
,
Ju-Chiang Wang
,
Peng Zhang
,
Pawel Polak
CoRR, January, 2025

Learning to Trade with Preferences: Interpretable Execution via Mixture-of-Experts.
[BibTeX]
[DOI]
Haohan Xu
,
Jason Bohne
,
Pawel Polak
,
David Byrd
,
David Rosenberg
,
Gary Kazantsev
Proceedings of the 6th ACM International Conference on AI in Finance, 2025

Online Ensemble Learning for Sector Rotation: A Gradient-Free Framework.
[BibTeX]
[DOI]
Jiaju Miao
,
Pawel Polak
Proceedings of the 6th ACM International Conference on AI in Finance, 2025

Scaling Conditional Autoencoders for Portfolio Optimization via Uncertainty-Aware Factor Selection.
[BibTeX]
[DOI]
Ryan Engel
,
Yu Chen
,
Pawel Polak
,
Ioana Boier
Proceedings of the 6th ACM International Conference on AI in Finance, 2025

2024
Online Nonconvex Bilevel Optimization with Bregman Divergences.
[BibTeX]
[DOI]
Jason Bohne
,
David Rosenberg
,
Gary Kazantsev
,
Pawel Polak
CoRR, 2024

Face-GPS: A Comprehensive Technique for Quantifying Facial Muscle Dynamics in Videos.
[BibTeX]
[DOI]
Juni Kim
,
Zhikang Dong
,
Pawel Polak
CoRR, 2024

Robust Covariance Matrix Estimator with Change Points for Multivariate Jump Diffusion Process.
[BibTeX]
[DOI]
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.
[BibTeX]
[DOI]
Zhikang Dong
,
Xiulong Liu
,
Bin Chen
,
Pawel Polak
,
Peng Zhang
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023
MuseChat: A Conversational Music Recommendation System for Videos.
[BibTeX]
[DOI]
Zhikang Dong
,
Bin Chen
,
Xiulong Liu
,
Pawel Polak
,
Peng Zhang
CoRR, 2023

Online Ensemble of Models for Optimal Predictive Performance with Applications to Sector Rotation Strategy.
[BibTeX]
[DOI]
Jiaju Miao
,
Pawel Polak
CoRR, 2023

2022
Detection of (Hidden) Emotions from Videos using Muscles Movements and Face Manifold Embedding.
[BibTeX]
[DOI]
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.
[BibTeX]
[DOI]
Zhikang Dong
,
Pawel Polak
CoRR, 2022

2019
Heterogeneous tail generalized COMFORT modeling via Cholesky decomposition.
[BibTeX]
[DOI]
Jeffrey Näf
,
Marc S. Paolella
,
Pawel Polak
J. Multivar. Anal., 2019

2018
COBra: Copula-Based Portfolio Optimization.
[BibTeX]
[DOI]
Marc S. Paolella
,
Pawel Polak
Proceedings of the Predictive Econometrics and Big Data, 2018


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