@book{hyvarinen2001, title={Independent Component Analysis}, author={Hyv{\"a}rinen, Aapo and Karhunen, Juha and Oja, Erkki}, year={2001}, publisher={John Wiley \& Sons} } @article{jutten1985, title={Blind separation of sources, part I: An adaptive algorithm based on neuromimetic architecture}, author={Jutten, Christian and Herault, Jean}, journal={Signal processing}, volume={24}, number={1}, pages={1--10}, year={1985}, publisher={Elsevier} } @article{cardoso2022, title={Independent Component Analysis in the Light of Information Geometry}, author={Cardoso, Jean-Fran{\c{c}}ois}, journal={Entropy}, volume={24}, number={3}, pages={377}, year={2022}, publisher={MDPI} } @article{monge1781, title={M{\'e}moire sur la th{\'e}orie des d{\'e}blais et des remblais}, author={Monge, Gaspard}, journal={Histoire de l'Acad{\'e}mie Royale des Sciences de Paris}, year={1781} } @article{kantorovich1942, title={On the translocation of masses}, author={Kantorovich, Leonid V}, journal={C. R. (Doklady) Acad. Sci. URSS (N.S.)}, volume={37}, pages={199--201}, year={1942} } @book{villani2003, title={Topics in Optimal Transportation}, author={Villani, C{\'e}dric}, volume={58}, year={2003}, publisher={American Mathematical Society} } @article{brenier1991, title={Polar factorization and monotone rearrangement of vector-valued functions}, author={Brenier, Yann}, journal={Communications on pure and applied mathematics}, volume={44}, number={4}, pages={375--417}, year={1991}, publisher={Wiley Online Library} } @article{caffarelli1992, title={The regularity of mappings with a convex potential}, author={Caffarelli, Luis A}, journal={Journal of the American Mathematical Society}, volume={5}, number={1}, pages={99--104}, year={1992} } @article{zema2025, title={A unifying non-Gaussian information share approach to price discovery}, author={Zema, Sebastiano Michele and Cordoni, Francesco}, journal={Available at SSRN 5234231}, year={2025} } @book{absil2008optimization, title={Optimization Algorithms on Matrix Manifolds}, author={Absil, P-A and Mahony, Robert and Sepulchre, Rodolphe}, year={2008}, publisher={Princeton University Press} } @article{liu1989limited, title={On the limited memory BFGS method for large scale optimization}, author={Liu, Dong C and Nocedal, Jorge}, journal={Mathematical programming}, volume={45}, number={1-3}, pages={503--528}, year={1989}, publisher={Springer} } @article{schuchman1964dither, title={Dither signals and their effect on quantization noise}, author={Schuchman, Leonard}, journal={IEEE Transactions on Communication Technology}, volume={12}, number={4}, pages={162--165}, year={1964}, publisher={IEEE} } @inproceedings{amari1996new, title={A new learning algorithm for blind signal separation}, author={Amari, Shun-Ichi and Cichocki, Andrzej and Yang, Howard H}, booktitle={Advances in neural information processing systems}, pages={757--763}, year={1996} } @book{mackay2003, title={Information Theory, Inference and Learning Algorithms}, author={MacKay, David J. C.}, year={2003}, publisher={Cambridge University Press} } @article{peyre2019computational, title={Computational Optimal Transport: With Applications to Data Science}, author={Peyr{\'e}, Gabriel and Cuturi, Marco}, journal={Foundations and Trends{\textregistered} in Machine Learning}, volume={11}, number={5-6}, pages={355--607}, year={2019}, publisher={Now Publishers, Inc.} } @article{comon1994, title={Independent component analysis, a new concept?}, author={Comon, Pierre}, journal={Signal processing}, volume={36}, number={3}, pages={287--314}, year={1994}, publisher={Elsevier} } @book{cover2006elements, title={Elements of Information Theory}, author={Cover, Thomas M and Thomas, Joy A}, year={2006}, publisher={John Wiley \& Sons} } @book{billingsley1995probability, title={Probability and Measure}, author={Billingsley, Patrick}, year={1995}, edition={3rd}, publisher={John Wiley \& Sons} } @article{shimizu2006linear, title={A linear non-Gaussian acyclic model for causal discovery}, author={Shimizu, Shohei and Hoyer, Patrik O and Hyv{\"a}rinen, Aapo and Kerminen, Antti}, journal={Journal of Machine Learning Research}, volume={7}, number={10}, year={2006} } @inproceedings{buchholz2022function, title={Function Classes for Identifiable Nonlinear Independent Component Analysis}, author={Buchholz, Simon and Besserve, Michel and Sch{\"o}lkopf, Bernhard}, booktitle={Advances in Neural Information Processing Systems}, volume={35}, year={2022} } @inproceedings{liang2023causal, title={Causal Component Analysis}, author={Liang, Wendong and Keki{\'c}, Armin and von K{\"u}gelgen, Julius and Buchholz, Simon and Besserve, Michel and Gresele, Luigi and Sch{\"o}lkopf, Bernhard}, booktitle={Advances in Neural Information Processing Systems}, volume={36}, year={2023} } @article{fournier2015rate, title={On the rate of convergence in Wasserstein distance of the empirical measure}, author={Fournier, Nicolas and Guillin, Arnaud}, journal={Probability Theory and Related Fields}, volume={162}, number={3}, pages={707--738}, year={2015}, publisher={Springer} } @book{santambrogio2015optimal, title={Optimal Transport for Applied Mathematicians}, author={Santambrogio, Filippo}, series={Progress in Nonlinear Differential Equations and Their Applications}, volume={87}, year={2015}, publisher={Birkh{\"a}user Basel} }