Zeroth-Order Machine Learning: Fundamental Principles and Emerging Applications in Foundation Models
- Sijia Liu
- Zhangyang Wang
- et al.
- 2024
- ICASSP 2024
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Adaptive Conformal Regression with Split-Jackknife+ Scores
- Nicolas Deutschmann
- Mattia Rigotti
- et al.
- 2024
- TMLR
MI-BMInet: An Efficient Convolutional Neural Network for Motor Imagery Brain-Machine Interfaces With EEG Channel Selection
- Xiaying Wang
- Michael Hersche
- et al.
- 2024
- IEEE Sensors Journal
High-dimensional order parameters and neural network classifiers applied to amorphous ices
- Zoe Faure-beaulieu
- Volker Deringer
- et al.
- 2024
- The Journal of Chemical Physics
Polynomial convergence of iterations of certain random operators in Hilbert space
- Soumyadip Ghosh
- Yingdong Lu
- et al.
- 2024
- Journal of Applied Analysis
MC Layer Normalization for calibrated uncertainty in Deep Learning
- Thomas Frick
- Diego Antognini
- et al.
- 2024
- TMLR
Unsupervised and supervised AI on molecular dynamics simulations reveals complex characteristics of HLA-A2-peptide immunogenicity
- 2024
- Briefings in Bioinformatics
Multi-decadal trends of low-clouds at the Tropical Montane Cloud Forests
- J. Antonio Guzmán Q.
- Hendrik F. Hamann
- et al.
- 2024
- Ecol. Indic.
An exact mapping from ReLU networks to spiking neural networks
- Ana Stanojevic
- Stanisław Woźniak
- et al.
- 2023
- Neural Networks
HyperTaste Lab – A notebook with machine learning pipeline for chemical sensor arrays
- Gianmarco Gabrieli
- Michal Muszynski
- et al.
- 2023
- Eurosensors 2023