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    36 repositories

    • IB-MHT

      Public
      Python
      •
      MIT License
      •1•0•0•0•Updated Oct 9, 2024Oct 9, 2024

    • BayesBiSNN

      Public
      Python
      •2•3•0•0•Updated Aug 21, 2024Aug 21, 2024

    • phase-aware-rt-calibration

      Public
      Code repository for paper "Calibrating Wireless Ray Tracing for Digital Twinning using Local Phase Error Estimates"
      Python
      •
      Apache License 2.0
      •4•5•0•0•Updated Jun 12, 2024Jun 12, 2024

    • Calibrating-Bayesian-Learning

      Public
      This repository contains the code for Calibrating Bayesian Learning via Regularization, Confidence Minimization, and Selective Inference.
      Python
      •1•0•0•0•Updated May 21, 2024May 21, 2024

    • localized-adaptive-risk-control

      Public
      Python
      •1•0•0•0•Updated May 14, 2024May 14, 2024

    • Cell-free-MIMO-ICL

      Public
      Code to reproduce the experiments of "Cell-Free Multi-User MIMO Equalization via In-Context Learning"
      Python
      •4•5•0•0•Updated Apr 8, 2024Apr 8, 2024

    • cvcrc

      Public
      Python
      •
      MIT License
      •1•0•0•0•Updated Jan 22, 2024Jan 22, 2024

    • ICL-Equalization

      Public
      Python
      •2•4•0•0•Updated Nov 10, 2023Nov 10, 2023

    • quantum-CP

      Public
      Code for the paper "Quantum Conformal Prediction for Reliable Uncertainty Quantification in Quantum Machine Learning"
      Python
      •3•9•0•0•Updated Oct 22, 2023Oct 22, 2023

    • meta-demodulator

      Public
      Code for the paper "Learning to Demodulate from Few Pilots via Offline and Online Meta-Learning"
      Python
      •7•19•0•0•Updated Apr 10, 2023Apr 10, 2023

    • Noise-Aware-LOCCNet

      Public
      Python
      •2•1•0•0•Updated Feb 17, 2023Feb 17, 2023

    • online_cp_urllc

      Public
      MATLAB
      •2•0•0•0•Updated Feb 15, 2023Feb 15, 2023

    • OCOPQC

      Public
      Python
      •1•0•0•0•Updated Dec 13, 2022Dec 13, 2022

    • cp4wireless

      Public
      Python
      •2•2•0•0•Updated Dec 12, 2022Dec 12, 2022

    • lava-decolle

      Public
      Jupyter Notebook
      •
      GNU General Public License v3.0
      •3•5•1•0•Updated Nov 1, 2022Nov 1, 2022

    • bayesian-dt

      Public
      Python
      •
      GNU General Public License v3.0
      •2•3•0•0•Updated Oct 10, 2022Oct 10, 2022

    • meta-XB

      Public
      Code for the paper "Few-Shot Calibration of Set Predictors via Meta-Learned Cross-Validation-Based Conformal Prediction"
      Python
      •2•3•0•0•Updated Oct 7, 2022Oct 7, 2022

    • bayesian-snn

      Public
      Python
      •3•7•0•0•Updated Sep 1, 2022Sep 1, 2022

    • neurodata

      Public
      Python
      •3•4•0•0•Updated Aug 30, 2022Aug 30, 2022

    • bayesian_active_meta_learning

      Public
      Code for paper https://arxiv.org/abs/2108.00785
      Python
      •3•1•0•0•Updated Jul 22, 2022Jul 22, 2022

    • WFLMC

      Public
      Code for Paper: D. Liu and O. Simeone, "Wireless Federated Langevin Monte Carlo: Repurposing Channel Noise for Bayesian Sampling and Privacy", [Arxiv: https://arxiv.org/pdf/2108.07644.pdf]
      MATLAB
      •2•3•0•0•Updated Jun 1, 2022Jun 1, 2022

    • channel-prediction-meta-learning

      Public
      Code for the paper "Predicting Multi-Antenna Frequency-Selective Channels via Meta-Learned Linear Filters based on Long-Short Term Channel Decomposition"
      Python
      •6•9•0•0•Updated May 22, 2022May 22, 2022

    • Epistemic-Uncertainty-AISTATS2022

      Public
      Code for the paper "Information-Theoretic Analysis of Epistemic Uncertainty in Bayesian Meta-learning"
      Python
      •1•4•0•0•Updated May 22, 2022May 22, 2022

    • snn

      Public
      Code for training binary and WTA SNNs
      Python
      •
      GNU General Public License v3.0
      •7•14•0•0•Updated Mar 25, 2022Mar 25, 2022

    • Straggler-resilient-CMC

      Public
      Code for the paper "Grouping and Coding for Consensus Monte Carlo: Robust One-Shot Distributed Bayesian Learning with Stragglers"
      MATLAB
      •1•0•0•0•Updated Mar 9, 2022Mar 9, 2022

    • NeuroJSCC

      Public
      Python
      •5•7•0•0•Updated Dec 13, 2021Dec 13, 2021

    • VDIB

      Public
      Python
      •2•1•0•0•Updated Oct 29, 2021Oct 29, 2021

    • scalar-channel-meta-prediction

      Public
      Code for the paper "Predicting Flat-Fading Channels via Meta-Learned Closed-Form Linear Filters and Equilibrium Propagation"
      Python
      •2•6•0•0•Updated Oct 24, 2021Oct 24, 2021

    • Privacy4Free_DPWFL

      Public
      MATLAB
      •2•7•0•0•Updated Aug 1, 2021Aug 1, 2021

    • HyperRNN

      Public
      Jupyter Notebook
      •3•2•0•0•Updated May 7, 2021May 7, 2021