Publications related to Signal Processing Laboratory 2

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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

Signal Processing Laboratory 2

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Data-driven LPV Disturbance Rejection Control with IQC-based Stability Guarantees for Rate-bounded Scheduling Parameter Variations

Explainable Face Verification via Feature-Guided Gradient Backpropagation

CURLING - I. The influence of point-like image approximation on the outcomes of cluster strong lens modelling

Efficient Continual Finite-Sum Minimization

Assessment framework for deepfake detection in real-world situations

Domain adaptation via alignment of operation profile for Remaining Useful Lifetime prediction

RANDOMIZED JOINT DIAGONALIZATION OF SYMMETRIC

A Note on Lenses in Arrangements of Pairwise Intersecting Circles in the Plane

Perturbed Utility Stochastic Traffic Assignment

Relaxing the Additivity Constraints in Decentralized No-Regret High-Dimensional Bayesian Optimization

Assessment framework for deepfake detection in real-world situations

Explainable Face Verification via Feature-Guided Gradient Backpropagation

CURLING - I. The influence of point-like image approximation on the outcomes of cluster strong lens modelling

RANDOMIZED JOINT DIAGONALIZATION OF SYMMETRIC

Efficient Continual Finite-Sum Minimization

Domain adaptation via alignment of operation profile for Remaining Useful Lifetime prediction

Perturbed Utility Stochastic Traffic Assignment

Data-driven LPV Disturbance Rejection Control with IQC-based Stability Guarantees for Rate-bounded Scheduling Parameter Variations

A Note on Lenses in Arrangements of Pairwise Intersecting Circles in the Plane

Relaxing the Additivity Constraints in Decentralized No-Regret High-Dimensional Bayesian Optimization