Dilan Gorur
11 papers · 2005–2023 · 4 venues · across top CS/AI venues
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Achievements
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🗺️ Taxonomy Completionist (27) 🏃 Academic Marathon · Full 🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🐣 Hot Topic Early Bird
🌱
Topic Pioneer
🧭
Keyword Pioneer
🌈
Renaissance Researcher
(5)
🔥
Unstoppable · Bronze
❓
The Questioner
(2)
💎
Century Club · Bronze
📈
Trend Setter
🗃️
Keyword Collector
(64)
Venues
Top co-authors
Research topics
Machine Learning
(8)
Optimization & Theory
(7)
Learning Types
(6)
Artificial Intelligence
(5)
Deep Learning
(3)
Bayesian & Probabilistic · Artificial Intelligence
(3)
Bayesian & Probabilistic · Machine Learning
(3)
Core Methods
(3)
Models
(2)
Data Science & Analytics
(1)
Healthcare & Medicine
(1)
Mathematics & Optimization
(1)
Reinforcement Learning
(1)
Applications
(1)
Architectures
(1)
Keywords
catastrophic forgetting
(3)
continual learning
(3)
bayesian nonparametrics
(2)
variational inference
(2)
out-of-distribution detection
(2)
bayesian inference
(2)
sequential monte carlo
(2)
semi-supervised learning
(1)
nonparametric bayesian
(1)
stochastic processes
(1)
neural network optimization
(1)
maximum entropy
(1)
dirichlet process
(1)
off-policy evaluation
(1)
particle filtering
(1)
online clustering
(1)
density estimation
(1)
function approximation
(1)
multi-task learning
(1)
representation learning
(1)
Papers
Is Forgetting Less a Good Inductive Bias for Forward Transfer?
ICLR 2023
Wide Neural Networks Forget Less Catastrophically
ICML 2022
Linear Mode Connectivity in Multitask and Continual Learning
ICLR 2021
A Maximum-Entropy Approach to Off-Policy Evaluation in Average-Reward MDPs
NeurIPS 2020
Do Deep Generative Models Know What They Don't Know?
ICLR 2019
Hybrid Models with Deep and Invertible Features
ICML 2019
Scalable Inference on Kingman’s Coalescent using Pair Similarity
AISTATS 2012
Indian Buffet Processes with Power-law Behavior
NeurIPS 2009
An Efficient Sequential Monte Carlo Algorithm for Coalescent Clustering
NeurIPS 2008
Dependent Dirichlet Process Spike Sorting
NeurIPS 2008
Infinite Hierarchical Hidden Markov Models
AISTATS 2005