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bayesbisnn

bayesian-dt

bayesian-snn

bayesian_active_meta_learning

Code for paper https://arxiv.org/abs/2108.00785

calibrating-bayesian-learning

This repository contains the code for Calibrating Bayesian Learning via Regularization, Confidence Minimization, and Selective Inference.

cell-free-mimo-icl

Code to reproduce the experiments of "Cell-Free Multi-User MIMO Equalization via In-Context Learning"

channel-prediction-meta-learning

Code for the paper "Predicting Multi-Antenna Frequency-Selective Channels via Meta-Learned Linear Filters based on Long-Short Term Channel Decomposition"

cp4wireless

cvcrc

dsvgd

Code for Federated Generalized Bayesian Learning via Distributed Stein Variational Gradient Descent

epistemic-uncertainty-aistats2022

Code for the paper "Information-Theoretic Analysis of Epistemic Uncertainty in Bayesian Meta-learning"

fl-snn

Code for Federated Neuromorphic Learning of Spiking Neural Networks for Low-Power Edge Intelligence

hyperrnn

icl-equalization

itene

Code for ITENE: Intrinsic Transfer Entropy Neural Estimator (arXiv version: https://arxiv.org/abs/1912.07277)

lava-decolle

localized-adaptive-risk-control

meta-autoencoder

Code for the paper "Meta-Learning to Communicate: Fast End-to-End Training for Fading Channels"

meta-autoencoder-without-channel-model

Code for the paper "End-to-End Fast Training of Communication Links Without a Channel Model via Online Meta-Learning"

meta-demodulator

Code for the paper "Learning to Demodulate from Few Pilots via Offline and Online Meta-Learning"

meta-xb

Code for the paper "Few-Shot Calibration of Set Predictors via Meta-Learned Cross-Validation-Based Conformal Prediction"

neurodata

neurojscc

noise-aware-loccnet

ocopqc

online_cp_urllc

phase-aware-rt-calibration

Code repository for paper "Calibrating Wireless Ray Tracing for Digital Twinning using Local Phase Error Estimates"

privacy4free_dpwfl

quantum-cp

Code for the paper "Quantum Conformal Prediction for Reliable Uncertainty Quantification in Quantum Machine Learning"

scalar-channel-meta-prediction

Code for the paper "Predicting Flat-Fading Channels via Meta-Learned Closed-Form Linear Filters and Equilibrium Propagation"