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    55 repositories

    • DRESS

      Public
      The code base for the research project exploring disentangled representation-based self-supervised meta-learning.
      Python
      •
      MIT License
      •0•2•3•0•Updated Mar 11, 2025Mar 11, 2025

    • TabDPT

      Public
      TabDPT: Scaling Tabular Foundation Models
      Python
      •5•26•2•2•Updated Mar 11, 2025Mar 11, 2025

    • last_layer_empirical_bayes

      Public
      0•0•0•0•Updated Mar 5, 2025Mar 5, 2025

    • dgm-eval

      Public
      Codebase for evaluation of deep generative models as presented in Exposing flaws of generative model evaluation metrics and their unfair treatment of diffusion models
      Jupyter Notebook
      •
      MIT License
      •14•166•1•0•Updated Mar 3, 2025Mar 3, 2025

    • spark-retrieval-tuning

      Public
      C
      •
      MIT License
      •0•2•0•0•Updated Feb 28, 2025Feb 28, 2025

    • msc-sql

      Public
      Text-2-SQL
      Python
      •
      MIT License
      •0•10•1•0•Updated Feb 21, 2025Feb 21, 2025

    • conformal-prediction-fairness

      Public
      Evaluating fairness of conformal prediction with human interaction
      Python
      •
      MIT License
      •1•3•0•0•Updated Feb 13, 2025Feb 13, 2025

    • dgm_geometry

      Public
      Jupyter Notebook
      •
      MIT License
      •3•12•0•0•Updated Jan 20, 2025Jan 20, 2025

    • direct-cms

      Public
      Inconsistencies In Consistency Models: Better ODE Solving Does Not Imply Better Samples
      Python
      •0•3•0•0•Updated Nov 15, 2024Nov 15, 2024

    • calo-forest

      Public
      A scalable implementation of diffusion and flow-matching with XGBoost models, applied to calorimeter data.
      Python
      •
      MIT License
      •0•17•0•0•Updated Nov 3, 2024Nov 3, 2024

    • diffusion_memorization

      Public
      Jupyter Notebook
      •0•1•0•0•Updated Oct 30, 2024Oct 30, 2024

    • calo-man

      Public
      Manifold-aware deep generative models for calorimeter simulation.
      Python
      •0•2•0•0•Updated Sep 29, 2024Sep 29, 2024

    • dgm_manifold_survey

      Public
      Python
      •0•3•0•0•Updated Sep 24, 2024Sep 24, 2024

    • two_step_zoo

      Public
      Codebase accompanying the paper "Diagnosing and Fixing Manifold Overfitting in Deep Generative Models"
      Jupyter Notebook
      •
      Apache License 2.0
      •2•9•0•0•Updated Aug 26, 2024Aug 26, 2024

    • dgm_ood_detection

      Public
      Code for the paper "A Geometric Explanation of the Likelihood OOD Detection Paradox"
      Jupyter Notebook
      •
      MIT License
      •0•3•0•0•Updated Jul 18, 2024Jul 18, 2024

    • ssl-robustness

      Public
      Codebase for benchmarking robustness of Self-Supervised Learning across diverse downstream tasks
      Python
      •
      MIT License
      •0•5•0•0•Updated Jul 18, 2024Jul 18, 2024

    • tpcds-spark

      Public
      C
      •
      MIT License
      •1•0•0•0•Updated Jul 17, 2024Jul 17, 2024

    • dp-cert

      Public
      A framework for providing certified robustness guarantees with differentially private models
      Jupyter Notebook
      •
      MIT License
      •1•1•0•0•Updated Jul 16, 2024Jul 16, 2024

    • hitl-conformal-prediction

      Public
      Human in the Loop Conformal Prediction
      Python
      •
      MIT License
      •2•6•0•0•Updated May 12, 2024May 12, 2024

    • fusemix

      Public
      Data-Efficient Multimodal Fusion on a Single GPU
      Python
      •7•53•2•0•Updated May 7, 2024May 7, 2024

    • Tabular-Class-Conditioned-SSL

      Public
      Jupyter Notebook
      •2•4•0•0•Updated Apr 30, 2024Apr 30, 2024

    • tpch-spark

      Public
      TPC-H queries in Apache Spark SQL using native DataFrames API
      C
      •
      MIT License
      •83•0•0•0•Updated Apr 3, 2024Apr 3, 2024

    • tuneful-code

      Public
      Python
      •5•0•0•0•Updated Apr 3, 2024Apr 3, 2024

    • lfr

      Public
      Code for the ICLR'24 paper "Self-supervised Representation Learning From Random Data Projectors
      representation-learningself-supervised
      Python
      •0•13•3•0•Updated Mar 16, 2024Mar 16, 2024

    • HiBench

      Public
      HiBench is a big data benchmark suite.
      Java
      •
      Other
      •772•0•0•0•Updated Mar 8, 2024Mar 8, 2024

    • implicit-manifolds

      Public
      Jupyter Notebook
      •1•6•0•0•Updated Feb 21, 2024Feb 21, 2024

    • DropoutNet

      Public
      Code for the NeurIPS'17 paper "DropoutNet: Addressing Cold Start in Recommender Systems"
      Python
      •
      Other
      •44•177•0•0•Updated Jan 11, 2024Jan 11, 2024

    • DropoutNet-Data

      Public
      data for DropoutNet
      0•1•0•0•Updated Jan 11, 2024Jan 11, 2024

    • RecSys2018

      Public
      1'st Place Approach by Layer6 AI to the 2018 ACM RecSys Challenge
      Java
      •
      Apache License 2.0
      •21•83•1•4•Updated Jan 8, 2024Jan 8, 2024

    • DuETT

      Public
      Code for "DuETT: Dual Event Time Transformer for Electronic Health Records"
      Python
      •5•22•0•0•Updated Aug 31, 2023Aug 31, 2023