Lucas Maystre
11 papers · 2015–2025 · 7 venues · across top CS/AI venues
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Achievements
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🗺️ Taxonomy Completionist (34) 🏃 Academic Marathon · Half 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Bronze 🐣 Hot Topic Early Bird
🏆
Keyword Champion
🧬
Topic Evolution
📈
Trend Setter
🔥
Unstoppable · Bronze
🌈
Renaissance Researcher
(6)
💎
Century Club · Bronze
🗃️
Keyword Collector
(62)
Top co-authors
Research topics
Machine Learning
(8)
Artificial Intelligence
(7)
Core Methods
(7)
Learning Types · Machine Learning
(4)
Deep Learning
(3)
Bayesian & Probabilistic · Artificial Intelligence
(3)
Mathematics & Optimization
(2)
Architectures
(2)
Bayesian & Probabilistic · Machine Learning
(2)
Core AI
(2)
Learning Paradigms
(2)
Learning Types · Deep Learning
(2)
Mathematics
(2)
Data Science & Analytics
(1)
Healthcare & Medicine
(1)
Keywords
bayesian inference
(2)
preference learning
(2)
pairwise comparison
(2)
survival analysis
(2)
sequence model
(2)
markov chain
(2)
comparison-based search
(2)
maximum likelihood
(1)
query complexity
(1)
markov chain monte carlo
(1)
user modeling
(1)
stationary distribution
(1)
ranking recovery
(1)
plackett-luce model
(1)
ranking model
(1)
maximum likelihood estimation
(1)
probabilistic model
(1)
preference modeling
(1)
bradley-terry model
(1)
collaborative filtering
(1)
Papers
From Characters to Tokens: Dynamic Grouping with Hierarchical BPE
EMNLP 2025
Fast Interactive Search under a Scale-Free Comparison Oracle
UAI 2024
Estimating long-term causal effects from short-term experiments and long-term observational data with unobserved confounding
CLeaR 2023
Multistate analysis with infinite mixtures of Markov chains
UAI 2022
Temporally-Consistent Survival Analysis
NeurIPS 2022
Collaborative Classification from Noisy Labels
AISTATS 2021
Scalable and Efficient Comparison-based Search without Features
ICML 2020
ChoiceRank: Identifying Preferences from Node Traffic in Networks
ICML 2017
Just Sort It! A Simple and Effective Approach to Active Preference Learning
ICML 2017
Collaborative Recurrent Neural Networks for Dynamic Recommender Systems
ACML 2016
Fast and Accurate Inference of Plackett–Luce Models
NeurIPS 2015