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Provable Bounds for Learning Some Deep Representations Sanjeev Arora∗ Aditya Bhaskara † Rong Ge‡ Tengyu Ma§ October 24 2013 Abstract We give algorithms with provable…

SFB-Report 02-21 J Kepler University Linz November 2002 Degree Bounds to Find Polynomial Solutions of Parameterized Linear Difference Equations in ΠΣ-Fields∗ Carsten…

Two-way exponential-regression models twexp and twgravity Koen Jochmans and Vincenzo Verardi University of Cambridge and Université de Namur Setup Double-indexed data yij…

A Krylov subspace algorithm for evaluating the ϕ-functions appearing in exponential integrators JITSE NIESEN University of Leeds and WILL M WRIGHT La Trobe University We…

Chapter 9 The exponential family: Conjugate priors Within the Bayesian framework the parameter θ is treated as a random quantity. This requires us to specify a prior distribution…

Information Complexity Lower Bounds for Data Streams David Woodruff IBM Almaden Last time: 1-Way Communication of Index Alice has x 2 {0,1}n Bob has i 2 [n] Alice sends a…

Preprint typeset in JHEP style. - PAPER VERSION CERN-TH/98-384 hep-ph/9812396 Model-Independent Analysis of B → πK Decays and Bounds on the Weak Phase γ Matthias Neubert∗…

Kronecker coefficients: bounds and complexity Igor Pak, UCLA Triangle Lectures in Combinatorics, November 14, 2020 Basic Definitions Let χλ denote character of Sn associated…

Stat 8053 Lecture Notes Exponential Families Charles J. Geyer September 29, 2014 1 Exponential Families 1.1 Definition An exponential family of distributions is a parametric…

Exponential families Differential Equation Free Exponential Families Kernel Families Free Exponential Families W lodzimierz Bryc Mourad Ismail Department of Mathematical…

508-B Statistics Camp Wash U Summer 2016 Families of Distributions Author: Andrés Hincapié and Linyi Cao This Version: July 21 2016 Families of Distributions 3 Suppose…

CS839: Probabilistic Graphical Models Lecture 7: Learning Fully Observed BNs Theo Rekatsinas 1 Exponential family: a basic building block 2 • For a numeric random variable…

3 Regression Exponential Smoothing 31 Forecasting a Single Time Series Two main approaches are traditionally used to model a single time series z1 z2 zn 1 Models the observation…

Lower bounds for Gromov width of coadjoint orbits in SO(n). Milena Pabiniak UIUC December 6, 2011 Problem suggested by prof Yael Karshon, extension of PhD work of her student…

Design Strategies for ARX with Provable Bounds: SPARX and LAX Daniel Dinu1, Léo Perrin1, Aleksei Udovenko1, Vesselin Velichkov1, Johann Großschädl1, Alex Biryukov1 1SnT,…

Slide 1Optimal Lower Bounds for 2-Query Locally Decodable Linear Codes Kenji Obata Slide 2 Codes Error correcting code C : {0,1} n {0,1} m with decoding procedure A s.t.…

Experimental bounds on Lorentz violation in the neutrino sector and baryonic asymmetry E. Di Grezia (Dipartimento di Scienze Fisiche, Universit`a di Napoli “Federico II”)…

EXPLICIT BOUNDS FOR SUMS OF SQUARES JEREMY ROUSE Abstract For an even integer k let r2kn be the number of representations of n as a sum of 2k squares The quantity r2kn is…

ABSTRACT Title of dissertation: A THEORY OF CRAMÉR-RAO BOUNDS FOR CONSTRAINED PARAMETRIC MODELS Terrence Joseph Moore Jr Doctor of Philosophy 2010 Dissertation directed…

beamer-tu-logo Lecture 9: Exponential and location-scale families Families of Distributions In statistics we are interested in some families of distributions, i.e., some…