Daniel Ward
4 papers · 2020–2025 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(10)
Venues
Top co-authors
Research topics
Machine Learning
(4)
Deep Learning
(2)
Learning Types · Machine Learning
(2)
Optimization & Theory
(2)
Artificial Intelligence
(1)
Natural Language Processing
(1)
Reinforcement Learning
(1)
Applications
(1)
Bayesian & Probabilistic
(1)
Core Methods
(1)
Generation
(1)
Learning Types · Deep Learning
(1)
Models
(1)
Keywords
bayesian inference
(2)
reinforcement learning
(1)
probabilistic modeling
(1)
robotic manipulation
(1)
variational inference
(1)
model misspecification
(1)
self-supervised learning
(1)
text generation
(1)
markov chain monte carlo
(1)
posterior approximation
(1)
generative model
(1)
convolutional network
(1)
simulation-based inference
(1)
goal-conditioned policy
(1)
greedy decoding
(1)
neural posterior estimation
(1)
large language model
(1)
model criticism
(1)
contrastive learning
(1)
fabric folding
(1)
Papers
SoftCVI: Contrastive variational inference with self-generated soft labels
ICLR 2025
The Hyperfitting Phenomenon: Sharpening and Stabilizing LLMs for Open-Ended Text Generation
ICLR 2025
Robust Neural Posterior Estimation and Statistical Model Criticism
NeurIPS 2022
Learning Arbitrary-Goal Fabric Folding with One Hour of Real Robot Experience
CoRL 2020