Topic: learning-theory Goto Github
Some thing interesting about learning-theory
Some thing interesting about learning-theory
learning-theory,Formal Psychological Models of Categorization and Learning
User: ajwills72
learning-theory,Solutions and Codes Example for Assignments of Machine Learning Foundation, Fall 2020, National Taiwan University
User: bensonhuangtw
learning-theory,Official implementation of On-Demand Sampling: Learning Optimally from Multiple Distributions (Neurips 2022)
User: ericzhao28
Home Page: https://eric-zhao.com/files/On-Demand%20Sampling%20%5bNeurips%202022%5d.pdf
learning-theory,Distributional Generalization in NLP. A roadmap.
User: franxyao
learning-theory,A proof of concept C++ application for learning regular languages
User: gamatos
learning-theory,PAC-Bayesian Binary Activated Deep Neural Networks
User: gletarte
learning-theory,Model Zoos for Continual Learning (ICLR 22)
Organization: grasp-lyrl
learning-theory,Repository for collection of research papers on privacy.
User: guyanqi
learning-theory,Scinis-learn is a package of non-OOP functions for Machine Learning developed by young Moroccan AI engineering students from scratch.
User: hamba-m
learning-theory,🤐
Organization: intelligent-interfaces
Home Page: https://intelligent-interfaces.github.io/chaoshearing/
learning-theory,Python code for the post "Binary Search on Graphs"
User: j2kun
learning-theory,A program that learns your polynomial using just two queries
User: j2kun
learning-theory,Material for 'Mathematics of Deep Learning Workshop' (Invited Talk)
User: juliusberner
Home Page: https://www.mfo.de/occasion/1947a
learning-theory,Learning ReLU networks to high uniform accuracy is intractable (ICLR 2023)
User: juliusberner
Home Page: https://arxiv.org/abs/2205.13531
learning-theory,A rewrite of "The Lack of A Priori Distinctions Between Learning Algorithms" http://www.mitpressjournals.org/doi/abs/10.1162/neco.1996.8.7.1341
User: kazeevn
learning-theory,Code for the paper "Interpolation can hurt robust generalization even when there is no noise" available here: https://papers.nips.cc/paper/2021/hash/c4f2c88e16a579900657c18726641c81-Abstract.html
User: michaelaerni
learning-theory,Codebase for "A Bias-Variance-Covariance Decomposition of Kernel Scores for Generative Models", published at ICML 2024.
Organization: mlo-lab
Home Page: https://arxiv.org/abs/2310.05833
learning-theory,All codes of my master thesis conducted under computational learning theory
User: mohammad8921
learning-theory,- Rademacher complexity - ERM algo on boolean conjunction prediction - online learning
User: ndsgit01
learning-theory,#UAI2020 Codes for PAC-Bayesian Contrastive Unsupervised Representation Learning
User: nzw0301
Home Page: https://arxiv.org/abs/1910.04464
learning-theory,Implementation of https://arxiv.org/abs/2106.03027
User: rahul13ramesh
learning-theory,A collection of some of my presentations
User: saurabhmathur96
learning-theory,CSCI 5622 | CU Boulder | Spring 2018 | Chris Ketelsen
User: shreyaverma165
learning-theory,🔬 Research Framework for Single and Multi-Players 🎰 Multi-Arms Bandits (MAB) Algorithms, implementing all the state-of-the-art algorithms for single-player (UCB, KL-UCB, Thompson...) and multi-player (MusicalChair, MEGA, rhoRand, MCTop/RandTopM etc).. Available on PyPI: https://pypi.org/project/SMPyBandits/ and documentation on
Organization: smpybandits
Home Page: https://SMPyBandits.github.io/
learning-theory,Official code for k-experts - Online Policies and Fundamental Limits, AISTATS 2022
User: sourav22899
Home Page: https://proceedings.mlr.press/v151/mukhopadhyay22a.html
learning-theory,Fast and flexible AutoML with learning guarantees.
Organization: tensorflow
Home Page: https://adanet.readthedocs.io
learning-theory,A Python implementation of the Neural Tangent Kernel (jacot et al, 2018)
User: timoflesch
learning-theory,Highly cited and useful papers related to machine learning, deep learning, AI, game theory, reinforcement learning
User: tirthajyoti
learning-theory,This repository contains the code to reproduce all of the results in our paper: Making Learners (More) Monotone, T J Viering, A Mey, M Loog, IDA 2020.
User: tomviering
learning-theory,About Code repository for: Nguyen, H., Nguyen, T., Nguyen, K., & Ho, N. (2024). Towards Convergence Rates for Parameter Estimation in Gaussian-gated Mixture of Experts. In Proceedings of The 27th International Conference on Artificial Intelligence and Statistics, AISTATS 2024, Acceptance rate 27.6% over 1980 submissions.
User: trung-tinnguyen
Home Page: https://arxiv.org/abs/2305.07572
learning-theory,Course Design Lab Repository
Organization: twuonline
Home Page: https://twuonline.github.io/course-design-lab/
learning-theory,source code of NeurIPS 2021 paper: "Learning Stochastic Majority Votes by Minimizing a PAC-Bayes Generalization Bound"
User: vzantedeschi
Home Page: https://arxiv.org/abs/2106.12535
learning-theory,AI Learning Hub for Machine Learning, Deep Learning, Computer Vision and Statistics
User: wei2624
learning-theory,Code for paper "Efficient Sparse Coding using Hierarchical Riemannian Pursuit," in IEEE Transactions on Signal Processing, Y. Xue, V. K. N. Lau and S. Cai, doi: 10.1109/TSP.2021.3093769.
User: yokoxue
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JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
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