Search Results for author: Neel Patel

Found 7 papers, 1 papers with code

Identifying Medication Abuse and Adverse Effects from Tweets: University of Michigan at #SMM4H 2020

no code implementations SMM4H (COLING) 2020 V.G.Vinod Vydiswaran, Deahan Yu, Xinyan Zhao, Ermioni Carr, Jonathan Martindale, Jingcheng Xiao, Noha Ghannam, Matteo Althoen, Alexis Castellanos, Neel Patel, Daniel Vasquez

The team from the University of Michigan participated in three tasks in the Social Media Mining for Health Applications (#SMM4H) 2020 shared tasks – on detecting mentions of adverse effects (Task 2), extracting and normalizing them (Task 3), and detecting mentions of medication abuse (Task 4).

Task 2

Global Results for the Inhomogeneous Muskat Problem

no code implementations15 Feb 2021 Neel Patel, Nikhil Shankar

The inhomogeneous Muskat problem models the dynamics of an interface between two fluids of differing characteristics inside a non-uniform porous medium.

Analysis of PDEs

The Price is (Probably) Right: Learning Market Equilibria from Samples

no code implementations29 Dec 2020 Vignesh Viswanathan, Omer Lev, Neel Patel, Yair Zick

Equilibrium computation in markets usually considers settings where player valuation functions are known.

PAC learning

Model Explanations with Differential Privacy

no code implementations16 Jun 2020 Neel Patel, Reza Shokri, Yair Zick

The drawback is that model explanations can leak information about the training data and the explanation data used to generate them, thus undermining data privacy.

Decision Making

High Dimensional Model Explanations: an Axiomatic Approach

no code implementations16 Jun 2020 Neel Patel, Martin Strobel, Yair Zick

We propose a new axiomatization for a generalization of the Banzhaf index; our method can also be thought of as an approximation of a black-box model by a higher-order polynomial.

Decision Making Vocal Bursts Intensity Prediction

On fiber diameters of continuous maps

1 code implementation26 Mar 2015 Peter S. Landweber, Emanuel A. Lazar, Neel Patel

We present a surprisingly short proof that for any continuous map $f : \mathbb{R}^n \rightarrow \mathbb{R}^m$, if $n>m$, then there exists no bound on the diameter of fibers of $f$.

Metric Geometry Algebraic Topology Classical Analysis and ODEs

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