David Gifford
7 papers · 2016–2023 · 5 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (14) πΊοΈ Taxonomy Completionist (17) π§ Keyword Pioneer π£ Hot Topic Early Bird π Conference Polyglot (5)
π
Academic Marathon
(7)
π
Interdisciplinary Bridge
π
Grand Slam
π₯
Unstoppable
(5)
β
The Questioner
Conferences
ICLR (2)
ICML (2)
AAAI (1)
AISTATS (1)
NIPS (1)
Top co-authors
Keywords
combinatorial optimization
(1)
ensemble learning
(1)
adversarial training
(1)
feature attribution
(1)
model interpretability
(1)
diffusion process
(1)
gradient descent
(1)
sequence optimization
(1)
stochastic process
(1)
bayesian optimization
(1)
convolutional neural network
(1)
recurrent neural network
(1)
variational autoencoder
(1)
local explanation
(1)
out-of-distribution detection
(1)
uncertainty estimation
(1)
model explanation
(1)
uncertainty calibration
(1)
latent space optimization
(1)
black-box model
(1)
Papers
Fundamental limits on the robustness of image classifiers
ICLR 2023
Maximum n-times Coverage for Vaccine Design
ICLR 2022
Overinterpretation reveals image classification model pathologies
NIPS 2021
Maximizing Overall Diversity for Improved Uncertainty Estimates in Deep Ensembles
AAAI 2020
What made you do this? Understanding black-box decisions with sufficient input subsets
AISTATS 2019
Sequence to Better Sequence: Continuous Revision of Combinatorial Structures
ICML 2017
Learning Population-Level Diffusions with Generative RNNs
ICML 2016