Advances in machine leaning
Palo Alto, CA
Joined June 2017
- Tweets35
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"I don't *want* my @Machine_Leaning algorithm to be optimized for a set of garbage, biased data." - @tinaeliassi Yes. Yes. Yes. Machine Leaning should not be optimized for this sort of thing. #NetSci2019
We’re loving these new upper bounds for the classic sofa problem. Immediate impact in the #machineleaning community. @ykallus authors.elsevier.com/a/1Xxwm…
Machine Leaning retweeted
"Leaning a Multi-View Stereo Machine" allows one to jointly reason about shape priors while conforming to geometric constraints. #machineleaning #nips2017 nips.cc/Conferences/2017/Sch… @NipsConference
"Leaning a Multi-View Stereo Machine" allows one to jointly reason about shape priors while conforming to geometric constraints. #machineleaning #nips2017 nips.cc/Conferences/2017/Sch… @NipsConference
Without resilience, backpropagation can struggle with unforeseen large derivatives, leading to slowdown in leaning, or even failure! That’s why we still recommend “A direct adaptive method for faster backpropagation leaning: The RPROP algorithm”
ieeexplore.ieee.org/abstract…
Machine Leaning retweeted
Among the worst typos I’ve ever made: my proposal draft had divided tasks into three “phrases” rather than “phases.”
My worst of all time is when I sent out job applications that claimed I work on machine “leaning.”
Machine Leaning retweeted
Literally the whole of machine leaning in one slide -- @victorveitch taking about distribution free leaning in relational data #netsci2018
Machine Leaning retweeted
Looks like the early @Machine_Leaning work "Blind signal separation: statistical principles" ieeexplore.ieee.org/abstract… xitter.cf/41Strange/status/93359…
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“Q-learning for history-based reinforcement leaning.” A classic from the Proceeding of Machine Leaning Research! #PMLR
proceedings.mlr.press/v29/Da…
Faster and Better: A Machine Leaning Approach to Corner Detection, now with far more repeatability and efficiency! ieeexplore.ieee.org/abstract…
J. of Machine Leaning: The P-Norm Push: A Simple Convex Ranking Algorithm that Concentrates at the Top of the List. jmlr.org/papers/volume10/rud…
Online Bayesian Passive-Aggressive Leaning—generic online leaning for hierarchical Bayesian models! #machineleaning jmlr.org/papers/v18/14-188.h…
"Our personal social networks are big and cluttered." → #Leaning to Discover Social Circles in Ego Networks. @jure papers.nips.cc/paper/4532-le…
A Dirty Model for Multi-task Leaning—Can we leverage support and parameter overlap when it exists, but not pay a penalty when it does not?
Multi-View Perceptron: a Deep Model for Leaning Face Identity and View Representations. Predict images & faces for unobserved viewpoints!
A Graph-based Framework for Multi-Task Multi-View Leaning — Many real-world problems exhibit dual-heterogeneity, but M^2TV still leans well!
Inefficient but fun implementation of #machineleaning in this classic @EPSRC multiagent system. Creative solution to a non-convex objective! xitter.cf/piratepeel/status/8799…
