Andrew Wilson
12 papers · 2013–2024 · 5 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (21) π Conference Polyglot Β· Silver π£ Hot Topic Early Bird π Academic Marathon Β· Half
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Conference Pioneer
π₯
Unstoppable Β· Bronze
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Century Club Β· Bronze
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Keyword Collector
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Machine Learning
(10)
Core Methods
(5)
Artificial Intelligence
(4)
Optimization & Theory
(4)
Bayesian & Probabilistic
(3)
Deep Learning
(2)
Mathematics & Optimization
(2)
Natural Language Processing
(2)
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(2)
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(2)
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(2)
Optimization
(2)
Resources & Methods
(2)
Data Science & Analytics
(1)
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(1)
Keywords
gaussian process
(7)
kernel learning
(3)
kernel methods
(2)
kernel interpolation
(2)
uncertainty quantification
(1)
in-context learning
(1)
bayesian nonparametrics
(1)
language model
(1)
text classification
(1)
laplace approximation
(1)
spatio-temporal modeling
(1)
curse of dimensionality
(1)
conjugate gradient
(1)
bayesian optimization
(1)
probability calibration
(1)
spatial statistics
(1)
scalable inference
(1)
semantic similarity
(1)
question answering
(1)
anomaly detection
(1)
Papers
Calibration-Tuning: Teaching Large Language Models to Know What They Donβt Know
EACL 2024
Automated Few-Shot Classification with Instruction-Finetuned Language Models
EMNLP 2023
Gaussian Process Subset Scanning for Anomalous Pattern Detection in Non-iid Data
AISTATS 2018
Probabilistic FastText for Multi-Sense Word Embeddings
ACL 2018
Product Kernel Interpolation for Scalable Gaussian Processes
AISTATS 2018
Multimodal Word Distributions
ACL 2017
Scalable Gaussian Processes for Characterizing Multidimensional Change Surfaces
AISTATS 2016
A la Carte β Learning Fast Kernels
AISTATS 2015
Fast Kronecker Inference in Gaussian Processes with non-Gaussian Likelihoods
ICML 2015
Kernel Interpolation for Scalable Structured Gaussian Processes (KISS-GP)
ICML 2015
Student-t Processes as Alternatives to Gaussian Processes
AISTATS 2014
Gaussian Process Kernels for Pattern Discovery and Extrapolation
ICML 2013