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Found 6 papers, 0 papers with code
The CausalBench challenge: A machine learning contest for gene network inference from single-cell perturbation data
In drug discovery, mapping interactions between genes within cellular systems is a crucial early step.
Learning to Crawl
Web crawling is the problem of keeping a cache of webpages fresh, i. e., having the most recent copy available when a page is requested.
Random Permutation Online Isotonic Regression
We revisit isotonic regression on linear orders, the problem of fitting monotonic functions to best explain the data, in an online setting.
On-line PCA with Optimal Regrets
Furthermore, we show that when considering regret bounds as function of a loss budget, EG remains optimal and strictly outperforms GD.
Horizon-Independent Optimal Prediction with Log-Loss in Exponential Families
Keywords: SNML Exchangeability, Exponential Family, Online Learning, Logarithmic Loss, Bayesian Strategy, Jeffreys Prior, Fisher Information1
Learning Eigenvectors for Free
In this extension, the alphabet of $n$ outcomes is replaced by the set of all dyads, i. e. outer products $\u\u^\top$ where $\u$ is a vector in $\R^n$ of unit length.
