Emily Fox
14 papers · 2012–2025 · 5 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓+7 more ↓ Show less ↑
π Academic Marathon (13) π§ Keyword Pioneer π Interdisciplinary Bridge π Conference Polyglot (5) π£ Hot Topic Early Bird
π
Academic Marathon
(13)
π
Renaissance Researcher
(6)
π£
Hot Topic Early Bird
π₯
Mega-Team
(21)
ποΈ
Keyword Collector
(60)
π
Century Club
(14)
π
Conference Pioneer
Conferences
ICML (7)
AISTATS (3)
MLHC (2)
JMLR (1)
UAI (1)
Top co-authors
Research topics
Keywords
neural network
(2)
determinantal point process
(2)
bayesian inference
(2)
stochastic gradient
(1)
sequence modeling
(1)
bayesian nonparametrics
(1)
representation learning
(1)
bayesian matrix factorization
(1)
parameter estimation
(1)
wavelet transform
(1)
covariance estimation
(1)
kernel learning
(1)
markov chain monte carlo
(1)
document clustering
(1)
hierarchical model
(1)
time series
(1)
matrix approximation
(1)
kernel matrix
(1)
brain activation
(1)
langevin dynamics
(1)
Papers
KinDEL: DNA-Encoded Library Dataset for Kinase Inhibitors
ICML 2025
HDP-Flow: Generalizable Bayesian Nonparametric Model for Time Series State Discovery
UAI 2025
Automated Statistical Model Discovery with Language Models
ICML 2024
Hybrid$^2$ Neural ODE Causal Modeling and an Application to Glycemic Response
ICML 2024
Sequence Modeling with Multiresolution Convolutional Memory
ICML 2023
Improving Reproducibility in Machine Learning Research(A Report from the NeurIPS 2019 Reproducibility Program)
JMLR 2021
Model-based metrics: Sample-efficient estimates of predictive model subpopulation performance
MLHC 2021
Learning Insulin-Glucose Dynamics in the Wild
MLHC 2020
Streaming Variational Inference for Bayesian Nonparametric Mixture Models
AISTATS 2015
Learning the Parameters of Determinantal Point Process Kernels
ICML 2014
Stochastic Gradient Hamiltonian Monte Carlo
ICML 2014
NystrΓΆm Approximation for Large-Scale Determinantal Processes
AISTATS 2013
Parsing epileptic events using a Markov switching process model for correlated time series
ICML 2013
Hierarchical Latent Dictionaries for Models of Brain Activation
AISTATS 2012