Trevor J. Hastie
5 papers · 2006–2022 · 2 venues · across top CS/AI venues
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Achievements
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🗺️ Taxonomy Completionist (19) 🏃 Academic Marathon · Full 🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Gold 🐣 Hot Topic Early Bird
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Keyword Trendsetter Combo
(5)
🧭
Keyword Pioneer
📈
Trend Setter
🚀
Conference Pioneer
Venues
Top co-authors
Research topics
Keywords
random projection
(3)
dimension reduction
(3)
conditional random sampling
(2)
dimensionality reduction
(2)
sparse data
(2)
random sampling
(2)
near-optimal estimator
(1)
cramér-rao bound
(1)
asymptotic variance
(1)
distance computation
(1)
hamming distance
(1)
chi-square distance
(1)
cramer-rao bound
(1)
cauchy random projections
(1)
latent variable model
(1)
distance metric
(1)
pairwise distance
(1)
data stream
(1)
generalized linear model
(1)
high-dimensional data
(1)
Papers
Generalized Matrix Factorization: efficient algorithms for fitting generalized linear latent variable models to large data arrays
JMLR 2022
One sketch for all: Theory and Application of Conditional Random Sampling
NeurIPS 2008
A Unified Near-Optimal Estimator For Dimension Reduction in l_α (0<α≤ 2) Using Stable Random Projections
NeurIPS 2007
Nonlinear Estimators and Tail Bounds for Dimension Reduction in l1 Using Cauchy Random Projections
JMLR 2007
Conditional Random Sampling: A Sketch-based Sampling Technique for Sparse Data
NeurIPS 2006