Publications associées à Theory of computation

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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

Theory of computation

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Graph generative deep learning models with an application to circuit topologies

The Two Times Problem: Where Is the Problem?

On the Theory and Practice of Modern Secure Messaging

Planetary-Scale Byzantine Fault Tolerance

Augmented Memory: Sample-Efficient Generative Molecular Design with Reinforcement Learning

Efficient Continual Finite-Sum Minimization

Reactive collision-free motion generation in joint space via dynamical systems and sampling-based MPC

Ghost imaging using two SPAD array detectors: a parameter study towards the realization of a 3D quantum microscope

Functional-Basis Analysis of Non-Stationary Signals in Modern Power Grids: Theory and Implementation in Embedded Systems

Variational quantum time evolution without the quantum geometric tensor

On the Theory and Practice of Modern Secure Messaging

Planetary-Scale Byzantine Fault Tolerance

Functional-Basis Analysis of Non-Stationary Signals in Modern Power Grids: Theory and Implementation in Embedded Systems

Reactive collision-free motion generation in joint space via dynamical systems and sampling-based MPC

Augmented Memory: Sample-Efficient Generative Molecular Design with Reinforcement Learning

Ghost imaging using two SPAD array detectors: a parameter study towards the realization of a 3D quantum microscope

The Two Times Problem: Where Is the Problem?

Variational quantum time evolution without the quantum geometric tensor

Graph generative deep learning models with an application to circuit topologies

Efficient Continual Finite-Sum Minimization