Alex Boyd
8 papers · 2020–2024 · 5 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π§ Keyword Pioneer π Conference Polyglot (5) π Interdisciplinary Bridge π Cross-Pollinator (11)
πΊοΈ
Taxonomy Completionist
(17)
π₯
Unstoppable
(5)
Conferences
NIPS (3)
UAI (2)
ACL (1)
AISTATS (1)
MLHC (1)
Top co-authors
Keywords
probabilistic modeling
(2)
autoregressive model
(2)
importance sampling
(2)
dialogue generation
(1)
language modeling
(1)
conditional generation
(1)
clinical prediction
(1)
survival analysis
(1)
distribution shift
(1)
probabilistic queries
(1)
generative model
(1)
mixture model
(1)
language model
(1)
sequence model
(1)
electronic health record
(1)
intensity function
(1)
beam search
(1)
bayesian online learning
(1)
temporal point process
(1)
continuous-time event sequence
(1)
Papers
Understanding Pathologies of Deep Heteroskedastic Regression
UAI 2024
Probabilistic Querying of Continuous-Time Event Sequences
AISTATS 2023
Inference for mark-censored temporal point processes
UAI 2023
Predictive Querying for Autoregressive Neural Sequence Models
NIPS 2022
Dynamic Survival Analysis for EHR Data with Personalized Parametric Distributions
MLHC 2021
Detecting and Adapting to Irregular Distribution Shifts in Bayesian Online Learning
NIPS 2021
Large Scale Multi-Actor Generative Dialog Modeling
ACL 2020
User-Dependent Neural Sequence Models for Continuous-Time Event Data
NIPS 2020