Andrew Tomkins
11 papers · 2009–2024 · 7 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Conference Polyglot Β· Silver π Academic Marathon Β· Full π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (22)
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Research topics
Machine Learning
(7)
Core Methods
(5)
Mathematics & Optimization
(4)
Optimization
(4)
Deep Learning
(3)
Learning Types
(3)
Mathematics
(3)
Bayesian & Probabilistic
(2)
Optimization & Theory
(2)
Artificial Intelligence
(1)
Computer Vision
(1)
Natural Language Processing
(1)
Analysis
(1)
Architectures
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Core AI
(1)
Keywords
random utility model
(4)
discrete choice
(2)
semi-supervised learning
(2)
multinomial logit
(2)
mixture model
(2)
matrix factorization
(1)
graph laplacian
(1)
image classification
(1)
sample complexity
(1)
model robustness
(1)
model architecture
(1)
adversarial training
(1)
neural text generation
(1)
maximum likelihood
(1)
adversarial robustness
(1)
artifact detection
(1)
parameter estimation
(1)
choice prediction
(1)
maximum likelihood estimation
(1)
linear programming
(1)
Papers
Tight Bounds for Learning RUMs from Small Slates
NeurIPS 2024
Approximating a RUM from Distributions on k-Slates
AISTATS 2023
RUMs from Head-to-Head Contests
ICML 2022
Adversarial Robustness Across Representation Spaces
CVPR 2021
Light RUMs
ICML 2021
Reverse Engineering Configurations of Neural Text Generation Models
ACL 2020
Graph Agreement Models for Semi-Supervised Learning
NeurIPS 2019
Improved Semi-Supervised Learning with Multiple Graphs
AISTATS 2019
Learning a Mixture of Two Multinomial Logits
ICML 2018
For a few dollars less: Identifying review pages sans human labels
NAACL 2009
Matching Reviews to Objects using a Language Model
EMNLP 2009