Publications

Gaia Olcese, Paul D Bates, Jeffrey C Neal, Christopher C Sampson, Oliver E J Wing, Niall Quinn, Callum J R Murphy-Barltrop, und Izzy Probyn. Developing a Fluvial and Pluvial Stochastic Flood Model of Southeast Asia. Water Resources Research, (60 (2024))6Blackwell, 03.06.2024. [PUMA: FIS_scads topic_mathfoundation zno]

Michelle Nixon, Jeffrey Letourneau, Lawrence David, Sayan Mukherjee, und Justin Silverman. A Statistical Analysis of Compositional Surveys. Januar 2022. [PUMA: imported topic_mathfoundation zno]

Kevin McGoff, Sayan Mukherjee, und Andrew B Nobel. Gibbs posterior convergence and the thermodynamic formalism. Ann. Appl. Probab., (32)1Institute of Mathematical Statistics, Februar 2022. [PUMA: Gibbs convergence formalism posterior thermodynamic topic_mathfoundation zno]

Henry Kirveslahti, und Sayan Mukherjee. Representing fields without correspondences: the lifted Euler characteristic transform. J. Appl. Comput. Topol., (8)1:1--34, Springer Science and Business Media LLC, März 2024. [PUMA: Euler characteristic corresponcence topic_mathfoundation transform zno]

C.J.R. Murphy-Barltrop, und J.L. Wadsworth. Modelling Non-Stationarity in Asymptotically Independent Extremes. Computational Statistics and Data Analysis, (199):108025, Elsevier BV, November 2024. [PUMA: imported topic_mathfoundation zno] URL

Giovanni Volpe, Carolina W�hlby, Lei Tian, Michael Hecht, Artur Yakimovich, Kristina Monakhova, Laura Waller, Ivo F. Sbalzarini, Christopher A. Metzler, Mingyang Xie, Kevin Zhang, Isaac C. D. Lenton, Halina Rubinsztein-Dunlop, Daniel Brunner, Bijie Bai, Aydogan Ozcan, Daniel Midtvedt, Hao Wang, Nata�a Sladoje, Joakim Lindblad, Jason T. Smith, Marien Ochoa, Margarida Barroso, Xavier Intes, Tong Qiu, Li-Yu Yu, Sixian You, Yongtao Liu, Maxim A. Ziatdinov, Sergei V. Kalinin, Arlo Sheridan, Uri Manor, Elias Nehme, Ofri Goldenberg, Yoav Shechtman, Henrik K. Moberg, Christoph Langhammer, Barbora �pa?kov�, Saga Helgadottir, Benjamin Midtvedt, Aykut Argun, Tobias Thalheim, Frank Cichos, Stefano Bo, Lars Hubatsch, Jesus Pineda, Carlo Manzo, Harshith Bachimanchi, Erik Selander, Antoni Homs-Corbera, Martin Fr�nzl, Kevin de Haan, Yair Rivenson, Zofia Korczak, Caroline Beck Adiels, Mite Mijalkov, D�niel Ver�b, Yu-Wei Chang, Joana B. Pereira, Damian Matuszewski, Gustaf Kylberg, Ida-Maria Sintorn, Juan C. Caicedo, Beth A Cimini, Muyinatu A. Lediju Bell, Bruno M. Saraiva, Guillaume Jacquemet, Ricardo Henriques, Wei Ouyang, Trang Le, Estibaliz G�mez de Mariscal, Daniel Sage, Arrate Mu�oz-Barrutia, Ebba Josefson Lindqvist, und Johanna Bergman. Roadmap on Deep Learning for Microscopy. 2023. [PUMA: imported topic_lifescience topic_mathfoundation topic_physchemistry zno] URL

Marzieh Eidi, und Sayan Mukherjee. Higher Order Bipartiteness vs Bi-Partitioning in Simplicial Complexes. 2024. [PUMA: imported topic_mathfoundation zno] URL

Sayan Mukherjee, und Vorapong Suppakitpaisarn. Robustness for Spectral Clustering of General Graphs under Local Differential Privacy. 2023. [PUMA: imported topic_mathfoundation zno] URL

Youngsoo Baek, Wilkins Aquino, und Sayan Mukherjee. Generalized Bayes approach to inverse problems with model misspecification. Inverse Problems, (39)10:105011, IOP Publishing, September 2023. [PUMA: imported topic_mathfoundation zno] URL

Michele Caprio, Andrea Aveni, und Sayan Mukherjee. Concerning Two Classes of Non-Diophantine Arithmetics. Proceedings, (81):33, März 2022. [PUMA: imported topic_mathfoundation zno]

Youngsoo Baek, Samuel Berchuck, und Sayan Mukherjee. Asymptotics of Bayesian Uncertainty Estimation in Random Features Regression. In A. Oh, T. Naumann, A. Globerson, K. Saenko, M. Hardt, und S. Levine (Hrsg.), Advances in Neural Information Processing Systems, (36):40140--40153, Curran Associates, Inc., 2023. [PUMA: imported topic_mathfoundation zno] URL

Brian St. Thomas, Kisung You, Lizhen Lin, Lek-Heng Lim, und Sayan Mukherjee. Learning Subspaces of Different Dimensions. Journal of Computational and Graphical Statistics, (31)2:337--350, ASA Website, 2022. [PUMA: imported topic_mathfoundation zno] URL

Adam Nunn, Christian Otto, Mario Fasold, Peter F. Stadler, und David Langenberger. Manipulating base quality scores enables variant calling from bisulfite sequencing alignments using conventional bayesian approaches. BMC Genomics, (23)1:477, Juni 2022. [PUMA: imported topic_mathfoundation zno] URL

Hua-Ting Yao, Ronny Lorenz, Ivo L. Hofacker, und Peter F. Stadler. Mono-valent salt corrections for RNA secondary structures in the ViennaRNA package. Algorithms for Molecular Biology, (18)1:8, Juli 2023. [PUMA: imported topic_mathfoundation zno] URL

Marzieh Eidi, und Sayan Mukherjee. Irreducibility of Markov Chains on simplicial complexes, the Spectrum of the Discrete Hodge Laplacian and Homology. 2023. [PUMA: imported topic_mathfoundation zno] URL

Michele Caprio, und Sayan Mukherjee. Concentration inequalities and optimal number of layers for stochastic deep neural networks. 2023. [PUMA: imported topic_mathfoundation zno] URL

Michelle Pistner Nixon, Kyle C. McGovern, Jeffrey Letourneau, Lawrence A. David, Nicole A. Lazar, Sayan Mukherjee, und Justin D. Silverman. Scale Reliant Inference. 2024. [PUMA: imported topic_mathfoundation zno] URL

Shreya Arya, Justin Curry, und Sayan Mukherjee. A Sheaf-Theoretic Construction of Shape Space. Foundations of Computational Mathematics, Mai 2024. [PUMA: imported topic_mathfoundation zno]

Justin D. Silverman, Kimberly Roche, Zachary C. Holmes, Lawrence A. David, und Sayan Mukherjee. Bayesian Multinomial Logistic Normal Models through Marginally Latent Matrix-T Processes. Journal of Machine Learning Research, (23)7:1--42, 2022. [PUMA: imported topic_mathfoundation zno] URL

Yun Wei, Sayan Mukherjee, und XuanLong Nguyen. Minimum $\Phi$-distance estimators for finite mixing measures. April 2023. [PUMA: imported topic_mathfoundation zno]