Submodular Set Function

5-1 Submodularity

Nonconvex Optimization for High-dimensional Learning: From ReLUs to Submodular Maximization

Simons Institute

10.1 Submodular Functions, Part I

Constantine Caramanis

Submodular set function

Recent Progress on Submodular Function Minimization

Simons Institute

5-2 Submodular Maximization

Submodularity and Optimization -- Jeff Bilmes (Part 1)

MLSS Iceland 2014

Interactive Learning of Mixtures of Submodular Functions

Simons Institute

Jan Vondrak - Submodular Functions and Their Applications

UBC Computer Science

Learning and testing submodular functions

Grigory Yaroslavtsev

Introduction to Submodular Functions

10.3 Submodular Functions, Part III

Constantine Caramanis

Distributed Strategy Selection: A Submodular Set Function Maximization Approach

Navid Rezazadeh

10.2 Submodular Functions, Part II

Constantine Caramanis

Beyond Submodular Maximization via One-Sided Smoothness and Meta-Submodularity

Google TechTalks

MIA: Yaron Singer, Maximizing submodular functions exponentially faster; Primer: Adam Breuer

Broad Institute

STOC24 11 A 2 Constrained Submodular Maximization via New Bounds for DR Submodular Functions

Machine Learning Work Shop - Why Submodularity is Important to Machine Learning

Microsoft Research

June 16,Fast and private submodular and k-submodular functions maximization with matroid constraints

Seffi Naor: Recent Results on Maximizing Submodular Functions

Hausdorff Center for Mathematics