Kevin Canini
5 papers · 2016–2018 · 2 conferences · across top CS/AI conferences
Achievements
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🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (2) 🐝 Cross-Pollinator (3) 🐣 Hot Topic Early Bird
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Trend Setter
Conferences
NIPS (4)
JMLR (1)
Top co-authors
Keywords
monotonic function
(3)
look-up table
(2)
lattice regression
(2)
structural risk minimization
(1)
ensemble method
(1)
monotonicity constraint
(1)
shape constraint
(1)
feature calibration
(1)
model stabilization
(1)
neural network
(1)
prediction churn
(1)
deep lattice network
(1)
calibrated model
(1)
ensemble learning
(1)
lattice function
(1)
feature selection
(1)
markov chain monte carlo
(1)
Papers
Diminishing Returns Shape Constraints for Interpretability and Regularization
NIPS 2018
Deep Lattice Networks and Partial Monotonic Functions
NIPS 2017
Fast and Flexible Monotonic Functions with Ensembles of Lattices
NIPS 2016
Launch and Iterate: Reducing Prediction Churn
NIPS 2016
Monotonic Calibrated Interpolated Look-Up Tables
JMLR 2016