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2020 – today
- 2024
[c8]Yashar Deldjoo
, Zhankui He, Julian J. McAuley, Anton Korikov, Scott Sanner, Arnau Ramisa, René Vidal, Maheswaran Sathiamoorthy, Atoosa Kasirzadeh, Silvia Milano:
A Review of Modern Recommender Systems Using Generative Models (Gen-RecSys). KDD 2024: 6448-6458- [c7]David Eric Austin, Anton Korikov, Armin Toroghi, Scott Sanner:
Bayesian Optimization with LLM-Based Acquisition Functions for Natural Language Preference Elicitation. RecSys 2024: 74-83 - [c6]Sara Kemper, Justin Cui, Kai Dicarlantonio, Kathy Lin, Danjie Tang, Anton Korikov, Scott Sanner:
Retrieval-Augmented Conversational Recommendation with Prompt-based Semi-Structured Natural Language State Tracking. SIGIR 2024: 2786-2790 - [i9]Yashar Deldjoo, Zhankui He, Julian J. McAuley, Anton Korikov, Scott Sanner, Arnau Ramisa, René Vidal, Maheswaran Sathiamoorthy, Atoosa Kasirzadeh, Silvia Milano:
A Review of Modern Recommender Systems Using Generative Models (Gen-RecSys). CoRR abs/2404.00579 (2024) - [i8]David Eric Austin, Anton Korikov, Armin Toroghi, Scott Sanner:
Bayesian Optimization with LLM-Based Acquisition Functions for Natural Language Preference Elicitation. CoRR abs/2405.00981 (2024) - [i7]Sara Kemper, Justin Cui, Kai Dicarlantonio, Kathy Lin, Danjie Tang, Anton Korikov, Scott Sanner:
Retrieval-Augmented Conversational Recommendation with Prompt-based Semi-Structured Natural Language State Tracking. CoRR abs/2406.00033 (2024) - [i6]Anton Korikov, George Saad, Ethan Baron, Mustafa Khan, Manav Shah, Scott Sanner:
Multi-Aspect Reviewed-Item Retrieval via LLM Query Decomposition and Aspect Fusion. CoRR abs/2408.00878 (2024) - [i5]Anton Korikov, Scott Sanner, Yashar Deldjoo, Zhankui He, Julian J. McAuley, Arnau Ramisa, René Vidal, Mahesh Sathiamoorthy, Atoosa Kasirzadeh, Silvia Milano, Francesco Ricci:
Large Language Model Driven Recommendation. CoRR abs/2408.10946 (2024) - [i4]Arnau Ramisa, René Vidal, Yashar Deldjoo, Zhankui He, Julian J. McAuley, Anton Korikov, Scott Sanner, Mahesh Sathiamoorthy, Atoosa Kasrizadeh, Silvia Milano, Francesco Ricci:
Multi-modal Generative Models in Recommendation System. CoRR abs/2409.10993 (2024) - [i3]Yashar Deldjoo, Zhankui He, Julian J. McAuley, Anton Korikov, Scott Sanner, Arnau Ramisa, René Vidal, Maheswaran Sathiamoorthy, Atoosa Kasrizadeh, Silvia Milano, Francesco Ricci:
Recommendation with Generative Models. CoRR abs/2409.15173 (2024) - [i2]Qianfeng Wen, Yifan Liu, Joshua Zhang, George Saad, Anton Korikov, Yury Sambale, Scott Sanner:
Elaborative Subtopic Query Reformulation for Broad and Indirect Queries in Travel Destination Recommendation. CoRR abs/2410.01598 (2024) - 2023
- [c5]Anton Korikov, J. Christopher Beck:
Objective-Based Counterfactual Explanations for Linear Discrete Optimization. CPAIOR 2023: 18-34 - [c4]Mohammad Mahdi Abdollah Pour, Parsa Farinneya, Armin Toroghi, Anton Korikov, Ali Pesaranghader, Touqir Sajed, Manasa Bharadwaj, Borislav Mavrin, Scott Sanner:
Self-supervised Contrastive BERT Fine-tuning for Fusion-Based Reviewed-Item Retrieval. ECIR (1) 2023: 3-17 - [c3]Haochen Zhang, Anton Korikov, Parsa Farinneya, Mohammad Mahdi Abdollah Pour, Manasa Bharadwaj, Ali Pesaranghader, Xi Yu Huang, Yi Xin Lok, Zhaoqi Wang, Nathan Jones, Scott Sanner:
Recipe-MPR: A Test Collection for Evaluating Multi-aspect Preference-based Natural Language Retrieval. SIGIR 2023: 2744-2753 - [i1]Mohammad Mahdi Abdollah Pour, Parsa Farinneya, Armin Toroghi, Anton Korikov, Ali Pesaranghader, Touqir Sajed, Manasa Bharadwaj, Borislav Mavrin, Scott Sanner:
Self-Supervised Contrastive BERT Fine-tuning for Fusion-based Reviewed-Item Retrieval. CoRR abs/2308.00762 (2023) - 2021
- [c2]Anton Korikov, J. Christopher Beck:
Counterfactual Explanations via Inverse Constraint Programming. CP 2021: 35:1-35:16 - [c1]Anton Korikov, Alexander Shleyfman, J. Christopher Beck:
Counterfactual Explanations for Optimization-Based Decisions in the Context of the GDPR. IJCAI 2021: 4097-4103
Coauthor Index
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