Frabjous: A Declarative Domain-Specific Language for Agent-Based Modeling. - Ivan Vendrov; Christopher Dutchyn; Nathaniel D. Osgood (SBP, 2014)

Order-Embeddings of Images and Language. - Ivan Vendrov; Ryan Kiros; Sanja Fidler; Raquel Urtasun (ICLR, 2016)

Gradient-Based Optimization for Bayesian Preference Elicitation. - Ivan Vendrov; Tyler Lu; Qingqing Huang; Craig Boutilier (AAAI, 2020)

Demonstrating Principled Uncertainty Modeling for Recommender Ecosystems with RecSim NG. - Martin Mladenov; Chih-Wei Hsu; Vihan Jain; Eugene Ie; Christopher Colby; Nicolas Mayoraz; Hubert Pham; Dustin Tran; Ivan Vendrov; Craig Boutilier (RecSys, 2020)

RecSim NG: Toward Principled Uncertainty Modeling for Recommender Ecosystems. - Martin Mladenov; Chih-Wei Hsu; Vihan Jain; Eugene Ie; Christopher Colby; Nicolas Mayoraz; Hubert Pham; Dustin Tran; Ivan Vendrov; Craig Boutilier (CoRR, 2021)

What are you optimizing for? Aligning Recommender Systems with Human Values. - Jonathan Stray; Ivan Vendrov; Jeremy Nixon; Steven Adler; Dylan Hadfield-Menell (CoRR, 2021)

Subjective Attributes in Conversational Recommendation Systems: Challenges and Opportunities. - Filip Radlinski; Craig Boutilier; Deepak Ramachandran; Ivan Vendrov (AAAI, 2022)

Discovering Personalized Semantics for Soft Attributes in Recommender Systems using Concept Activation Vectors. - Christina Göpfert; Yinlam Chow; Chih-Wei Hsu; Ivan Vendrov; Tyler Lu; Deepak Ramachandran; Craig Boutilier (WWW, 2022)

Realistic but Non-Identifiable Synthetic User Data Generation. - Isaac Noble; Ivan Vendrov; Xin Xu; Deepak Ramachandran (EvalRS@KDD, 2023)

Opportunities and Risks of LLMs for Scalable Deliberation with Polis. - Christopher T. Small; Ivan Vendrov; Esin Durmus; Hadjar Homaei; Elizabeth Barry; Julien Cornebise; Ted Suzman; Deep Ganguli; Colin Megill (CoRR, 2023)

Discovering Personalized Semantics for Soft Attributes in Recommender Systems Using Concept Activation Vectors. - Christina Göpfert; Alex Haig; Chih-Wei Hsu; Yinlam Chow; Ivan Vendrov; Tyler Lu; Deepak Ramachandran; Hubert Pham; Mohammad Ghavamzadeh; Craig Boutilier (Trans. Recomm. Syst., 2024)