Publications

Suryanarayana Maddu, Bevan L. Cheeseman, Ivo F. Sbalzarini, and Christian L. Müller. Stability selection enables robust learning of partial differential equations from limited noisy data. arXiv, 2019. [PUMA: (cs.LG), (math.NA), (physics.data-an), Analysis Analysis, Computer Data FOS: Learning Machine Mathematics, Numerical Physical Probability Statistics and information sciences sciences,] URL

Nicolas Fraiman, Sayan Mukherjee, and Gugan Thoppe. The Shadow knows: Empirical Distributions of Minimum Spanning Acycles and Persistence Diagrams of Random Complexes. arXiv, 2020. [PUMA: (math.PR), 05E45 60C05, 60G57, FOS: Mathematics, Probability] URL

Justin Curry, Sayan Mukherjee, and Katharine Turner. How Many Directions Determine a Shape and other Sufficiency Results for Two Topological Transforms. arXiv, 2018. [PUMA: (math.AT), (math.ST), Algebraic FOS: Mathematics Mathematics, Statistics Theory Topology] URL