Game Theory (博弈论): 第94篇Fast Rates for Nonparametric Online Learning: From Realizability to Learning in Games第85篇A Riemannian Accelerated Proximal Extragradient… 阅读全文 赞同 41 1 条评论 分享 收藏 【简读】Chain-of-Thought Tuning: MLM can also Think Step By Step ...
ZCC 二次型的 Genus Theory 慎独 Homotopy type theory univalence 简明入门(4th深圳函数式聚会) 在昨天的聚会中(不少大佬坐飞机从北上赶来!),我讲了如何在Adga中使用Homotopy type theory进行定理证明。本来以为这么冷门的东西没人关注,没想到讲完大家还问了不少问题。这里我把昨天… Martin awodey打开...
To Lenin the underlying principle was that of Marx, that ‘Everything which was created by humanity before us’ must be critically assessed, and ‘the treasures of art and science must be made accessible to the whole popular mass.’” (Catherine Cooke, “Socialist realist architecture: theory ...
ml-theory.github.io1 follower · 2 following HUST WuHan Block or Report Popular repositories Loading shadowsocks-gui Public Forked from shadowsocks/shadowsocks-gui Shadowsocks GUI client CoffeeScript shadowsocks-android Public Forked from shadowsocks/shadowsocks-android A Shadowsocks client ...
学习了这么多Learning Theory,我们回到笔记开头提出的问题:怎样优化学习算法?首先判别是high bias问题还是high variance问题,判断的方法有两个:一、test error大则是high variance问题、 training error大则是high bias问题;二、增加训练样本数量,看两类error的变化趋势,test error变小,则是high variance问题。增加训练样...
ML基石_56_TheoryOfGeneralization RECAP 机器学习是可行的,如果假设集H是有限的并且统计样本数据(statistical data)很大。 那么,问题来了,PLA算法中,假设集是二维空间中的直线,有无数条,不符合上面的条件,那么还可行么? SOLUTION m增长速度受限 将类似的假设集合并,如果是二分类问题,有N个点的话,理论上会有2^N...
The course strikes a perfect balance between theory and hands-on application, and the instructors’ expertise shines through. Shubham Shakya Data Engineer, NeurIOT Labs This roadmap is exactly what I was looking for. Selva is a great teacher to guide anyone on their journey to learn ML, ...
In this article, we discuss the use of theoretical modeling, artificial intelligence/machine learning (AI/ML), and AI/ML in conjunction with theory, for the interpretation of microscopy and spectroscopy data.Davis Unruhgrid.187073.a0000 0001 1939 4845Center for Nanoscale MaterialsArgonne National ...
230419 A Theory on Adam Instability in Large-Scale Machine Learning #optimizer 230421 Can GPT-4 Perform Neural Architecture Search #nas 230421 Inducing anxiety in large language models increases exploration and bias 230424 Why we need RLHF #alignment #rl 230428 Causal Reasoning and Large Language Mo...