Robin Ru on Robin Ru https://rubinxin.github.io/ Recent content in Robin Ru on Robin Ru Hugo -- gohugo.io en-us &copy; 2018 Wed, 20 Apr 2016 00:00:00 +0800 Interpretable Neural Architecture Search via Bayesian Optimisation with Weisfeiler-Lehman Kernels https://rubinxin.github.io/publication/nasbowl/ Mon, 28 Sep 2020 00:00:00 +0800 https://rubinxin.github.io/publication/nasbowl/ <p><sup><sub> * Equal first authorship </sup></sub></p> Bayesian Optimisation over Multiple Continuous and Categorical Inputs https://rubinxin.github.io/talk/cocabotalk/ Sun, 12 Jul 2020 00:00:00 +0800 https://rubinxin.github.io/talk/cocabotalk/ Revisiting the Train Loss: an Efficient Performance Estimator for Neural Architecture Search https://rubinxin.github.io/publication/sotl/ Mon, 08 Jun 2020 00:00:00 +0800 https://rubinxin.github.io/publication/sotl/ <p><sup><sub> * Equal first authorship </sup></sub></p> Neural Architecture Generator Optimization https://rubinxin.github.io/publication/nago/ Fri, 03 Apr 2020 00:00:00 +0800 https://rubinxin.github.io/publication/nago/ <p><sup><sub> * Equal first authorship </sup></sub></p> A Bayesian Perspective on Training Speed and Model Selection https://rubinxin.github.io/publication/sgdmagic/ Wed, 01 Apr 2020 00:00:00 +0800 https://rubinxin.github.io/publication/sgdmagic/ <p><sup><sub> * Equal first authorship </sup></sub></p> Bayesian Optimisation over Multiple Continuous and Categorical Inputs https://rubinxin.github.io/publication/cocabo/ Fri, 21 Feb 2020 00:00:00 +0800 https://rubinxin.github.io/publication/cocabo/ <p><sup><sub> * Equal first authorship </sup></sub></p> BayesOpt Adversarial Attack https://rubinxin.github.io/publication/boattack/ Mon, 11 Nov 2019 00:00:00 +0800 https://rubinxin.github.io/publication/boattack/ <p><sup><sub> * Equal first authorship </sup></sub></p> Asynchronous Batch Bayesian Optimisation with Improved Local Penalisation https://rubinxin.github.io/talk/asynchbotalk/ Sun, 14 Jul 2019 00:00:00 +0800 https://rubinxin.github.io/talk/asynchbotalk/ MEMe: An Accu- rate Maximum Entropy Method for Efficient Approximations in Large-Scale Machine Learning https://rubinxin.github.io/publication/meme/ Mon, 10 Jun 2019 00:00:00 +0800 https://rubinxin.github.io/publication/meme/ <p><sup><sub> * Equal first authorship </sup></sub></p> How does mini-batching affect Curvature information for second order deep learning optimization? https://rubinxin.github.io/publication/dhl/ Fri, 10 May 2019 00:00:00 +0800 https://rubinxin.github.io/publication/dhl/ <p><sup><sub> * Equal first authorship </sup></sub></p> Asynchronous Batch Bayesian Optimisation with Improved Local Penalisation https://rubinxin.github.io/publication/asynchbatchbo/ Tue, 29 Jan 2019 00:00:00 +0800 https://rubinxin.github.io/publication/asynchbatchbo/ <p><sup><sub> * Equal first authorship </sup></sub></p> Neural Architecture Generator Optimisation https://rubinxin.github.io/talk/nagoatalk/ Mon, 10 Dec 2018 00:00:00 +0800 https://rubinxin.github.io/talk/nagoatalk/ Fast Information-theoretic Bayesian Optimisation https://rubinxin.github.io/talk/fitbotalk/ Thu, 12 Jul 2018 00:00:00 +0800 https://rubinxin.github.io/talk/fitbotalk/ Fast Information-theoretic Bayesian Optimisation https://rubinxin.github.io/publication/fitbo/ Sun, 01 Jul 2018 00:00:00 +0800 https://rubinxin.github.io/publication/fitbo/ <p><sup><sub> * Equal first authorship </sup></sub></p> Entropic Spectral Learning in Large Scale Networks https://rubinxin.github.io/publication/esl/ Wed, 18 Apr 2018 00:00:00 +0800 https://rubinxin.github.io/publication/esl/ <p><sup><sub> * Equal first authorship </sup></sub></p>