Benjamin Letham

发表

Onset timing of cross‐sensory activations and multisensory interactions in auditory and visual sensory cortices

F. Lin, J. Belliveau, M. Hämäläinen, 2010, The European journal of neuroscience.

AE: A domain-agnostic platform for adaptive experimentation

B. Karrer, E. Bakshy, Konstantin Kashin, 2018 .

Building Interpretable Classifiers with Rules using Bayesian Analysis

C. Rudin, Benjamin Letham, 2012 .

An interpretable model for stroke prediction using rules and Bayesian analysis

T. McCormick, Benjamin Letham, 2014 .

BoTorch: A Framework for Efficient Monte-Carlo Bayesian Optimization

Daniel R. Jiang, A. G. Wilson, B. Karrer, 2020, NeurIPS.

BOTORCH: PROGRAMMABLE BAYESIAN OPTIMIZATION

Daniel R. Jiang, A. G. Wilson, B. Karrer, 2019 .

BoTorch: Programmable Bayesian Optimization in PyTorch

Daniel R. Jiang, A. G. Wilson, B. Karrer, 2019, ArXiv.

Sequential Event Prediction with Association Rules Citation

C. Rudin, Eugene Kogan, Benjamin Letham, 2011 .

A Learning Theory Framework for Association Rules and Sequential Events

Cynthia Rudin, David Madigan, Benjamin Letham, 2011 .

A Computational Model of Inhibition of HIV-1 by Interferon-Alpha

C. Rudin, Benjamin Letham, E. Browne, 2015, bioRxiv.

Practical Transfer Learning for Bayesian Optimization

F. Hutter, Matthias Feurer, E. Bakshy, 2018, 1802.02219.

High-Dimensional Contextual Policy Search with Unknown Context Rewards using Bayesian Optimization

Hongzi Mao, Eytan Bakshy, Benjamin Letham, 2020, NeurIPS.

Re-Examining Linear Embeddings for High-Dimensional Bayesian Optimization

R. Calandra, Akshara Rai, E. Bakshy, 2020, NeurIPS.

Growing a list

Katherine A. Heller, Cynthia Rudin, Benjamin Letham, 2013, Data Mining and Knowledge Discovery.

Statistically robust measurement of evoked response onset latencies

Benjamin Letham, Tommi Raij, T. Raij, 2011, Journal of Neuroscience Methods.

An Interpretable Stroke Prediction Model using Rules and Bayesian Analysis

Cynthia Rudin, David Madigan, Benjamin Letham, 2013, AAAI.

Forecasting at Scale

Benjamin Letham, Sean J. Taylor, Benjamin Letham, 2018, PeerJ Prepr..

Interpretable classifiers using rules and Bayesian analysis: Building a better stroke prediction model pdf

Cynthia Rudin, David Madigan, Benjamin Letham, 2015, ArXiv.

Constrained Bayesian Optimization with Noisy Experiments pdf

Guilherme Ottoni, Eytan Bakshy, Brian Karrer, 2017, Bayesian Analysis.

Adaptive Nonparametric Psychophysics

Michael Shvartsman, Benjamin Letham, Jonathan Browder, 2021, 2104.09549.

Bayesian Inference of Arrival Rate and Substitution Behavior from Sales Transaction Data with Stockouts

Cynthia Rudin, Benjamin Letham, Lydia M. Letham, 2015, KDD.

Bayesian Optimization for Policy Search via Online-Offline Experimentation

Eytan Bakshy, Benjamin Letham, E. Bakshy, 2019, J. Mach. Learn. Res..

Perceptual Requirements for World-Locked Rendering in AR and VR

Benjamin Letham, Douglas Lanman, Phillip Guan, 2023, arXiv.org.

Sparse Bayesian Optimization

David Eriksson, E. Bakshy, Benjamin Letham, 2022, AISTATS.

Response Time Improves Choice Prediction and Function Estimation for Gaussian Process Models of Perception and Preferences

Stephen L. Keeley, Michael Shvartsman, Benjamin Letham, 2023, ArXiv.

A Semi-parametric Model for Decision Making in High-Dimensional Sensory Discrimination Tasks

Benjamin Letham, Chase Tymms, Stephen H Keeley, 2023, AAAI.

Look-Ahead Acquisition Functions for Bernoulli Level Set Estimation

Michael Shvartsman, E. Bakshy, Benjamin Letham, 2022, AISTATS.

Prediction uncertainty and optimal experimental design for learning dynamical systems.

Cynthia Rudin, Benjamin Letham, C. Rudin, 2015, Chaos.

Learning theory analysis for association rules and sequential event prediction

Cynthia Rudin, David Madigan, Benjamin Letham, 2013, J. Mach. Learn. Res..

Statistical learning for decision making : interpretability, uncertainty, and inference

Benjamin Letham, Benjamin Letham, 2015 .

Latent Variable Copula Inference for Bundle Pricing from Retail Transaction Data

Wei Sun, Benjamin Letham, Anshul Sheopuri, 2014, ICML.

Sequential event prediction

Cynthia Rudin, David Madigan, Benjamin Letham, 2013, Machine Learning.

Sequential Event Prediction with Association Rules

Cynthia Rudin, David Madigan, Benjamin Letham, 2011, COLT.

An integer programming proof of Cook ’ s theorem of NP-completeness

Benjamin Letham, MA bletham, 2014 .

Benjamin Letham, Benjamin Letham, 2013 .

Practical Transfer Learning for Bayesian Optimization

F. Hutter, Matthias Feurer, E. Bakshy, 2018, 1802.02219.

Perceptual Requirements for World-Locked Rendering in AR and VR

Benjamin Letham, Douglas Lanman, Phillip Guan, 2023, SIGGRAPH Asia.