Publication

ExG Signal Feature Selection Using Hyperdimensional Computing Encoding

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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

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

ExG Signal Feature Selection Using Hyperdimensional Computing Encoding

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

Energy Management of Price-Maker Community Energy Storage by Stochastic Dynamic Programming

Quantum Protocols for ML, Physics, and Finance

FETCH: A Fast and Efficient Technique for Channel Selection in EEG Wearable Systems

Reliable data-driven decision-making through optimal transport

Graph generative deep learning models with an application to circuit topologies

Inhalation of Microplastics—A Toxicological Complexity

Identification of typical district configurations: A two-step global sensitivity analysis framework

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

Graph Chatbot

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

Energy Management of Price-Maker Community Energy Storage by Stochastic Dynamic Programming

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FETCH: A Fast and Efficient Technique for Channel Selection in EEG Wearable Systems

Reliable data-driven decision-making through optimal transport

Graph generative deep learning models with an application to circuit topologies

Efficient Continual Finite-Sum Minimization

Inhalation of Microplastics—A Toxicological Complexity

Identification of typical district configurations: A two-step global sensitivity analysis framework

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

Efficient Continual Finite-Sum Minimization