Tyler Lu

40 papers A* 17A 5Journal 15Unranked 2
YearRankTypeTitle / Venue / Authors
2025 J jnl
Aligning LLMs Toward Multi-Turn Conversational Outcomes Using Iterative PPO.
CoRR
Daniel R. Jiang, Jalaj Bhandari, Yukai Yang, Rémi Munos, Tyler Lu
2025 A* conf
Representative Ranking for Deliberation in the Public Sphere.
ICML
Manon Revel, Smitha Milli, Tyler Lu, Jamelle Watson-Daniels, Maximilian Nickel
2025 J jnl
Representative Ranking for Deliberation in the Public Sphere.
CoRR
Manon Revel, Smitha Milli, Tyler Lu, Jamelle Watson-Daniels, Maximilian Nickel
2024 J jnl
Discovering Personalized Semantics for Soft Attributes in Recommender Systems Using Concept Activation Vectors.
Trans. Recomm. Syst.
Christina Göpfert, Alex Haig, Chih-Wei Hsu, Yinlam Chow, Ivan Vendrov, Tyler Lu, Deepak Ramachandran, Hubert Pham, Mohammad Ghavamzadeh, Craig Boutilier
2022 A* conf
Discovering Personalized Semantics for Soft Attributes in Recommender Systems using Concept Activation Vectors.
WWW
Christina Göpfert, Yinlam Chow, Chih-Wei Hsu, Ivan Vendrov, Tyler Lu, Deepak Ramachandran, Craig Boutilier
2022 J jnl
Discovering Personalized Semantics for Soft Attributes in Recommender Systems using Concept Activation Vectors.
CoRR
Christina Göpfert, Yinlam Chow, Chih-Wei Hsu, Ivan Vendrov, Tyler Lu, Deepak Ramachandran, Craig Boutilier
2020 A* conf
ConQUR: Mitigating Delusional Bias in Deep Q-Learning.
ICML
DiJia Su, Jayden Ooi, Tyler Lu, Dale Schuurmans, Craig Boutilier
2020 J jnl
ConQUR: Mitigating Delusional Bias in Deep Q-learning.
CoRR
Andy Su, Jayden Ooi, Tyler Lu, Dale Schuurmans, Craig Boutilier
2020 A* conf
Gradient-Based Optimization for Bayesian Preference Elicitation.
AAAI
Ivan Vendrov, Tyler Lu, Qingqing Huang, Craig Boutilier
2020 J jnl
Preference elicitation and robust winner determination for single- and multi-winner social choice.
Artif. Intell.
Tyler Lu, Craig Boutilier
2020 J jnl
The Association for the Advancement of Artificial Intelligence 2020 Workshop Program.
AI Mag.
Grace Bang, Guy Barash, Ryan Beal, Jacques Calì, Mauricio Castillo-Effen, Xin Cynthia Chen, Niyati Chhaya, Rachel Cummings, Rohan Dhoopar, Sebastijan Dumancic, Huáscar Espinoza, Eitan Farchi, Ferdinando Fioretto, Raquel Fuentetaja, Christopher William Geib, Odd Erik Gundersen, José Hernández-Orallo, Xiaowei Huang, Kokil Jaidka, Sarah Keren, Seokhwan Kim, Michel Galley, Xiaomo Liu, Tyler Lu, Zhiqiang Ma, Richard Mallah, John A. McDermid, Martin Michalowski, Reuth Mirsky, Seán Ó hÉigeartaigh, Deepak Ramachandran, Javier Segovia-Aguas, Onn Shehory, Arash Shaban-Nejad, Vered Shwartz, Siddharth Srivastava, Kartik Talamadupula, Jian Tang, Pascal Van Hentenryck, Dell Zhang, Jian Zhang
2019 J jnl
Gradient-based Optimization for Bayesian Preference Elicitation.
CoRR
Ivan Vendrov, Tyler Lu, Qingqing Huang, Craig Boutilier
2018 A* conf
Data center cooling using model-predictive control.
NeurIPS
Nevena Lazic, Craig Boutilier, Tyler Lu, Eehern Wong, Binz Roy, M. K. Ryu, Greg Imwalle
2018 A* conf
Non-delusional Q-learning and value-iteration.
NeurIPS
Tyler Lu, Dale Schuurmans, Craig Boutilier
2017 A* conf
Logistic Markov Decision Processes.
IJCAI
Martin Mladenov, Craig Boutilier, Dale Schuurmans, Ofer Meshi, Gal Elidan, Tyler Lu
2017 J jnl
Safe Exploration for Identifying Linear Systems via Robust Optimization.
CoRR
Tyler Lu, Martin Zinkevich, Craig Boutilier, Binz Roy, Dale Schuurmans
2016 A conf
Budget Allocation using Weakly Coupled, Constrained Markov Decision Processes.
UAI
Craig Boutilier, Tyler Lu
2015 — —
Group Decision Making with Partial Preferences.
Tyler Lu
2015 J jnl
Optimal social choice functions: A utilitarian view.
Artif. Intell.
Craig Boutilier, Ioannis Caragiannis, Simi Haber, Tyler Lu, Ariel D. Procaccia, Or Sheffet
2015 A* conf
Value-Directed Compression of Large-Scale Assignment Problems.
AAAI
Tyler Lu, Craig Boutilier
2014 J jnl
Effective sampling and learning for mallows models with pairwise-preference data.
J. Mach. Learn. Res.
Tyler Lu, Craig Boutilier
2014 J jnl
On the value of using group discounts under price competition.
Artif. Intell.
Reshef Meir, Tyler Lu, Moshe Tennenholtz, Craig Boutilier
2013 A* conf
Multi-Winner Social Choice with Incomplete Preferences.
IJCAI
Tyler Lu, Craig Boutilier
2013 A* conf
On the Value of Using Group Discounts under Price Competition.
AAAI
Reshef Meir, Tyler Lu, Moshe Tennenholtz, Craig Boutilier
2012 J jnl
Bayesian Vote Manipulation: Optimal Strategies and Impact on Welfare
CoRR
Tyler Lu, Pingzhong Tang, Ariel D. Procaccia, Craig Boutilier
2012 A conf
Bayesian Vote Manipulation: Optimal Strategies and Impact on Welfare.
UAI
Tyler Lu, Pingzhong Tang, Ariel D. Procaccia, Craig Boutilier
2012 A* conf
Matching models for preference-sensitive group purchasing.
EC
Tyler Lu, Craig Boutilier
2012 A* conf
Optimal social choice functions: a utilitarian view.
EC
Craig Boutilier, Ioannis Caragiannis, Simi Haber, Tyler Lu, Ariel D. Procaccia, Or Sheffet
2011 A* conf
Budgeted Social Choice: From Consensus to Personalized Decision Making.
IJCAI
Tyler Lu, Craig Boutilier
2011 A* conf
Learning Mallows Models with Pairwise Preferences.
ICML
Tyler Lu, Craig Boutilier
2011 A* conf
Robust Approximation and Incremental Elicitation in Voting Protocols.
IJCAI
Tyler Lu, Craig Boutilier
2011 — conf
Vote Elicitation with Probabilistic Preference Models: Empirical Estimation and Cost Tradeoffs.
ADT
Tyler Lu, Craig Boutilier
2010 A conf
Contextual Multi-Armed Bandits.
AISTATS
Tyler Lu, Dávid Pál, Martin Pal
2010 A conf
Impossibility Theorems for Domain Adaptation.
AISTATS
Shai Ben-David, Tyler Lu, Teresa Luu, Dávid Pál
2010 A* conf
The unavailable candidate model: a decision-theoretic view of social choice.
EC
Tyler Lu, Craig Boutilier
2009 J jnl
An experimental investigation of set intersection algorithms for text searching.
ACM J. Exp. Algorithmics
Jérémy Barbay, Alejandro López-Ortiz, Tyler Lu, Alejandro Salinger
2009 A conf
Learning Low Density Separators.
AISTATS
Shai Ben-David, Tyler Lu, Dávid Pál, Miroslava Sotáková
2008 A* conf
Does Unlabeled Data Provably Help? Worst-case Analysis of the Sample Complexity of Semi-Supervised Learning.
COLT
Shai Ben-David, Tyler Lu, Dávid Pál
2008 J jnl
Learning Low-Density Separators
CoRR
Shai Ben-David, Tyler Lu, Dávid Pál, Miroslava Sotáková
2006 — conf
Faster Adaptive Set Intersections for Text Searching.
WEA
Jérémy Barbay, Alejandro López-Ortiz, Tyler Lu