1 citations · 1 across the 7 of their papers we have counts for
7 papers
Selecting Interpretable Circular Coordinates from Data
Vincent P. Grande, Marina Meila
Circular coordinates obtained from persistent cohomology reveal loop structure in data, but they usually remain abstract: A detected circle does not tell us which measured angle, p…
Local EGOP for Continuous Index Learning
Alex Kokot, Anand Hemmady, Vydhourie Thiyageswaran +1
We introduce the setting of continuous index learning, in which a function of many variables varies only along a small number of directions at each point. For efficient estimation,…
Optimal Design under Interference, Homophily, and Robustness Trade-offs
Vydhourie Thiyageswaran, Alex Kokot, Jennifer Brennan +3
To minimize the mean squared error (MSE) in global average treatment effect (GATE) estimation under network interference, a popular approach is to use a cluster-randomized design.…
Cryo-em images are intrinsically low dimensional
Luke Evans, Octavian-Vlad Murad, Lars Dingeldein +3
Simulation-based inference provides a powerful framework for cryo-electron microscopy, employing neural networks in methods like CryoSBI to infer biomolecular conformations via lea…
The Entropy and Crossentropy of Generalized Mallows Models
Marina Meilă
The Generalized Mallows Model (GMM) is a well known family of models for ranking data. A GMM is a distribution over , the set of permutations of n objects, characteri…
How well behaved is finite dimensional Diffusion Maps?
Wenyu Bo, Marina Meilă
Under a set of assumptions on a family of submanifolds , we derive a series of geometric properties that remain valid after finite-dimensional and almost iso…
Isometry pursuit
Samson Koelle, Marina Meila
Isometry pursuit is a convex algorithm for identifying orthonormal column-submatrices of wide matrices. It consists of a novel normalization method followed by multitask basis purs…