Benjamin Marlin
12 papers · 2010–2025 · 6 conferences · across top CS/AI conferences
Achievements
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🌍 Conference Polyglot (6) 🏃 Academic Marathon (15) 🧭 Keyword Pioneer 🌉 Interdisciplinary Bridge 🐣 Hot Topic Early Bird
🧭
Keyword Pioneer
🌍
Conference Polyglot
(6)
🏃
Academic Marathon
(15)
📈
Trend Setter
🚀
Conference Pioneer
💎
Century Club
(12)
Conferences
ICLR (5)
AISTATS (2)
ICML (2)
CVPR (1)
NAACL (1)
UAI (1)
Top co-authors
Keywords
conditional random field
(2)
variational inference
(1)
semantic labeling
(1)
structured prediction
(1)
uncertainty quantification
(1)
knowledge distillation
(1)
policy learning
(1)
video understanding
(1)
posterior distribution
(1)
maximum likelihood
(1)
partition function
(1)
dynamic programming
(1)
activity recognition
(1)
event detection
(1)
bayesian inference
(1)
monte carlo sampling
(1)
contrastive divergence
(1)
policy improvement
(1)
score matching
(1)
temporal modeling
(1)
Papers
Using LLMs to improve RL policies in personalized health adaptive interventions
NAACL 2025
REBAR: Retrieval-Based Reconstruction for Time-series Contrastive Learning
ICLR 2024
Heteroscedastic Temporal Variational Autoencoder For Irregularly Sampled Time Series
ICLR 2022
Multi-Time Attention Networks for Irregularly Sampled Time Series
ICLR 2021
Generalized Bayesian Posterior Expectation Distillation for Deep Neural Networks
UAI 2020
Learning from Irregularly-Sampled Time Series: A Missing Data Perspective
ICML 2020
Interpolation-Prediction Networks for Irregularly Sampled Time Series
ICLR 2019
MisGAN: Learning from Incomplete Data with Generative Adversarial Networks
ICLR 2019
Hierarchical Span-Based Conditional Random Fields for Labeling and Segmenting Events in Wearable Sensor Data Streams
ICML 2016
The Shape-Time Random Field for Semantic Video Labeling
CVPR 2014
A Stick-Breaking Likelihood for Categorical Data Analysis with Latent Gaussian Models
AISTATS 2012
Inductive Principles for Restricted Boltzmann Machine Learning
AISTATS 2010