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Efficient Continual Finite-Sum Minimization

Volkan Cevher, Efstratios Panteleimon Skoulakis, Leello Tadesse Dadi

Given a sequence of functions

f_1,\ldots,f_n

with

f_i:\mathcal{D}\mapsto \mathbb{R}

, finite-sum minimization seeks a point

{x}^\star \in \mathcal{D}

minimizing

\sum_{j=1}^nf_j(x)/n

. In this work, we propose a key twist into the finite-sum minimizat ...

2024

Hair animation with collision detection

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Quantifying the Unknown: Data-Driven Approaches and Applications in Energy Systems

Efficient Continual Finite-Sum Minimization

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Quantifying the Unknown: Data-Driven Approaches and Applications in Energy Systems

Market-based Coordination in Dynamic Environments Based on Hoplites Framework

Over-the-Air Computation via Reconfigurable Intelligent Surface

Increasing Superstructure Optimization Capacity Through Self-Learning Surrogate Models

RBF Based CWENO Method

Multi-index Stochastic Collocation for random PDEs

Phace: Physics-based Face Modeling and Animation

Efficient Continual Finite-Sum Minimization

Building and Animating User-Specific Volumetric Face Rigs

MATHICSE Technical Report : Multi-index stochastic collocation for random PDEs