Differentially Private Conformal Prediction via Quantile Binary Search
Ogonnaya Michael Romanus, Roberto Molinari
Action editor: Antti Koskela
https://openreview.net/forum?id=IK7tNOucJ3
#privacy #quantile #quantiles
Positional Encoder Graph Quantile Neural Networks for Geographic Data
William E. R. de Amorim, Scott A Sisson, Thais Carvalho Valadares Rodrigues et al.
Action editor: Fred Roosta
https://openreview.net/forum?id=5PjL8ZOPBt
#quantile #encoder #gqnn
Doubly Robust Uncertainty Quantification for Quantile Treatment Effects in Sequential Decision Ma...
Yang Xu, Chengchun Shi, Shikai Luo, Lan Wang, Rui Song
Action editor: Arto Klami
https://openreview.net/forum?id=F0BwbieVws
#quantile #quantiles #robust
A Case for Library-Level $k$-Means Binning in Histogram Gradient-Boosted Trees
Asher Labovich
Action editor: Ilan Shomorony
https://openreview.net/forum?id=UaTrLLspJa
#binning #quantile #bins
New #J2C Certification:
A Case for Library-Level $k$-Means Binning in Histogram Gradient-Boosted Trees
Asher Labovich
https://openreview.net/forum?id=UaTrLLspJa
#binning #quantile #bins
New #J2C Certification:
Doubly Robust Uncertainty Quantification for Quantile Treatment Effects in Sequential Decision Ma...
Yang Xu, Chengchun Shi, Shikai Luo, Lan Wang, Rui Song
https://openreview.net/forum?id=F0BwbieVws
#quantile #quantiles #robust
Chris Minnich Takes the Helm as MetaMetrics' New CEO, Focusing on Educational Innovation #USA #Durham,_NC #MetaMetrics #Lexile #Quantile
Quantile Hyperparameter Optimization Boosts Performance and Calibration
Quantile‑based surrogates with conformal calibration outperformed GP, TPE and SMAC in benchmarks, delivering better‑calibrated uncertainty (21 Sep 2025). Read more: getnews.me/quantile-hyperparameter-... #hyperparameteroptimization #quantile
Normality-Guided Distributional Reinforcement Learning for Continuous Control
Ju-Seung Byun, Andrew Perrault
Action editor: Pablo Castro
https://openreview.net/forum?id=z27hb0rmLT
#reinforcement #quantile #learned
Quantile Activation: Correcting a failure mode of traditional ML models
Aditya Challa, Sravan Danda, Laurent Najman, Snehanshu Saha
Action editor: Guillermo Ortiz-Jimenez
https://openreview.net/forum?id=nWk5OtZ7ze
#quantile #cnns #neuron
Robust Stochastic Optimization via Gradient Quantile Clipping
Ibrahim Merad, Stéphane Gaïffas
Action editor: Yunwen Lei
https://openreview.net/forum?id=HCRkV3kxHW
#quantile #quantiles #sgd
#statstab #202 Distribution regression in #R @VincentAB
Thoughts: "distribution regression...allows us to measure the association b/w the predictor of interest and the outcome at different quantiles of the outcome"
#regression #marginaleffects #quantile
arelbundock.com/posts/distri...
