microsoft / EA-HAS-BenchLinks
EA-HAS-Bench: Energy-Aware Hyperparameter and Architecture Search Benchmark (ICLR Spotlight 2023)
☆18Updated last year
Alternatives and similar repositories for EA-HAS-Bench
Users that are interested in EA-HAS-Bench are comparing it to the libraries listed below
Sorting:
- ☆13Updated 3 years ago
- Official repository of "Pareto Manifold Learning: Tackling multiple tasks via ensembles of single-task models" [ICML 2023]☆23Updated last year
- C-Mixup for NeurIPS 2022☆73Updated 2 years ago
- ☆17Updated last year
- ☆12Updated 3 years ago
- Neural Architecture Search + Cascades | Best Paper @ GECCO 2022☆15Updated 2 years ago
- Can GPT-4 Perform Neural Architecture Search?☆88Updated 2 years ago
- NeurIPS'22 Oral: EquiVSet - Learning Neural Set Functions Under the Optimal Subset Oracle☆21Updated 3 years ago
- Code for the paper "Getting a CLUE: A Method for Explaining Uncertainty Estimates"☆35Updated last year
- ResMLP: Feedforward networks for image classification with data-efficient training☆45Updated 4 years ago
- Official repository for "Construction of Hierarchical Neural Architecture Search Spaces based on Context-free Grammars" (NeurIPS 2023)☆17Updated 2 years ago
- Active Learning Helps Pretrained Models Learn the Intended Task (https://arxiv.org/abs/2204.08491) by Alex Tamkin, Dat Nguyen, Salil Desh…☆11Updated 3 years ago
- ☆12Updated 3 years ago
- Official PyTorch implementation of "Meta-prediction Model for Distillation-Aware NAS on Unseen Datasets" (ICLR 2023 notable top 25%)☆26Updated last year
- Awesome papers in machine learning theory☆11Updated 3 years ago
- Adaptive-binning for evaluation of confidence calibration☆12Updated 6 years ago
- [ICLR 2022] "Bayesian Modeling and Uncertainty Quantification for Learning to Optimize: What, Why, and How" by Yuning You, Yue Cao, Tianl…☆14Updated 3 years ago
- NeurIPS 2022: Tree Mover’s Distance: Bridging Graph Metrics and Stability of Graph Neural Networks☆37Updated 2 years ago
- Benchmark and analysis of 165 pretrained SSL models. Code for "Evaluating Self-Supervised Learning via Risk Decomposition".☆15Updated 2 years ago
- Official Code for the paper: "Composite Feature Selection using Deep Ensembles"☆24Updated 2 years ago
- Code for the ICML 2021 paper "Bridging Multi-Task Learning and Meta-Learning: Towards Efficient Training and Effective Adaptation", Haoxi…☆68Updated 4 years ago
- Code for GFlowNet-EM, a novel algorithm for fitting latent variable models with compositional latents and an intractable true posterior.☆42Updated 2 years ago
- ☆23Updated 2 years ago
- [ICLR 2023, ICLR DG oral] PAIR, the optimizer and model selection criteria for OOD Generalization☆54Updated last year
- Energy Based Models are a quite novel technique for density estimation. In this university project I explore this new research topic and …☆16Updated 4 years ago
- Official code for ICLR 2023 paper "ContraNorm: A Contrastive Learning Perspective on Oversmoothing and Beyond "☆35Updated 2 years ago
- Code for the paper "Disentangled Generative Models for Robust Prediction of System Dynamics"☆15Updated 2 years ago
- [ICML 2023] Official code for "DevFormer: A Symmetric Transformer for Context-Aware Device Placement"☆20Updated last year
- A Generative Adversarial Network Model Alternative to Animal Studies for Clinical Pathology Assessment☆14Updated 2 years ago
- Quickest way to share everything about your research within a single app☆16Updated 2 years ago