Alex Boyd

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 18

Top Topics

Event Sequences

Probabilistic Model

Grassmann Manifold

Top Venues

Publications

Alex Boyd, Dennis L. Sun
. J. Stat. Softw. 108 (8) (2024)
Alex Boyd
On the Efficient Marginalization of Probabilistic Sequence Models. CoRR (2024)
Yuxin Chang, Alex Boyd, Padhraic Smyth
Probabilistic Modeling for Sequences of Sets in Continuous-Time. CoRR (2023)
Eliot Wong-Toi, Alex Boyd, Vincent Fortuin, Stephan Mandt
Understanding Pathologies of Deep Heteroskedastic Regression. CoRR (2023)
Alex Boyd, Yuxin Chang, Stephan Mandt, Padhraic Smyth
Inference for mark-censored temporal point processes. UAI (2023)
Samuel Showalter, Alex Boyd, Padhraic Smyth, Mark Steyvers
Bayesian Online Learning for Consensus Prediction. CoRR (2023)
Alex Boyd, Yuxin Chang, Stephan Mandt, Padhraic Smyth
Probabilistic Querying of Continuous-Time Event Sequences. AISTATS (2023)
Alex Boyd, Yuxin Chang, Stephan Mandt, Padhraic Smyth
Probabilistic Querying of Continuous-Time Event Sequences. CoRR (2022)
Alex Boyd, Sam Showalter, Stephan Mandt, Padhraic Smyth
Predictive Querying for Autoregressive Neural Sequence Models. CoRR (2022)
Alex Boyd, Samuel Showalter, Stephan Mandt, Padhraic Smyth
Predictive Querying for Autoregressive Neural Sequence Models. NeurIPS (2022)
Antonios Alexos, Alex Boyd, Stephan Mandt
Structured Stochastic Gradient MCMC. CoRR (2021)
Aodong Li, Alex Boyd, Padhraic Smyth, Stephan Mandt
Detecting and Adapting to Irregular Distribution Shifts in Bayesian Online Learning. NeurIPS (2021)
Preston Putzel, Hyungrok Do, Alex Boyd, Hua Zhong, Padhraic Smyth
Dynamic Survival Analysis for EHR Data with Personalized Parametric Distributions. MLHC (2021)
Alex Boyd, Robert Bamler, Stephan Mandt, Padhraic Smyth
User-Dependent Neural Sequence Models for Continuous-Time Event Data. NeurIPS (2020)
Aodong Li, Alex Boyd, Padhraic Smyth, Stephan Mandt
Variational Beam Search for Online Learning with Distribution Shifts. CoRR (2020)
Alex Boyd, Raul Puri, Mohammad Shoeybi, Mostofa Patwary, Bryan Catanzaro
Large Scale Multi-Actor Generative Dialog Modeling. CoRR (2020)
Alex Boyd, Robert Bamler, Stephan Mandt, Padhraic Smyth
User-Dependent Neural Sequence Models for Continuous-Time Event Data. CoRR (2020)
Alex Boyd, Raul Puri, Mohammad Shoeybi, Mostofa Patwary, Bryan Catanzaro
Large Scale Multi-Actor Generative Dialog Modeling. ACL (2020)