Personal Assistant Systems
Supplementary: Pick-a-Pic: An Open Dataset of User Preferences for Text-to-Image Generation Anonymous Author(s) Affiliation Address email Appendix 1 Training a Scoring Function
We further explored an alternative loss function that is closer to CLIP's original objective.
Dating Apps Are In Their Sh*tpost Era
As AI takes over dating apps, shitposting is the new authenticity. Please enable javascript to get your Slate Plus feeds. If you can't access your feeds, please contact customer support. Check your phone for a link to finish setting up your feed. Please enter a valid phone number.
InterpolatingItemandUserFairnessinMulti-Sided Recommendations
Toaddress this,we introduce anovelfairrecommendation framework,Problem(FAIR),thatflexibly balances multi-stakeholder interests via a constrained optimization formulation.
A Game-Theoretic Approach to Recommendation Systems with Strategic Content Providers
Omer Ben-Porat, Moshe Tennenholtz
Neural Information Processing Systems http://nips.cc/
On Sample Complexity Upper and Lower Bounds for Exact Ranking from Noisy Comparisons
Wenbo Ren, Jia (Kevin) Liu, Ness Shroff
Neural Information Processing Systems http://nips.cc/
Online Reciprocal Recommendation with Theoretical Performance Guarantees
Claudio Gentile, Nikos Parotsidis, Fabio Vitale
Neural Information Processing Systems http://nips.cc/
Modeling Dynamic Missingness of Implicit Feedback for Recommendation
Menghan Wang, Mingming Gong, Xiaolin Zheng, Kun Zhang
Collaborative filtering methods based on implicit feedback (e.g., purchase records and browsing history) are widely used in recommender systems. Compared to explicit feedback (e.g., 1-5 star ratings), implicit feedback is more abundant and accessible in real-world applications. However, the missing data of implicit feedback also brings two challenges.
Cookie Consent Has Disparate Impact on Estimation Accuracy
How does a user's consent decision influence
The Morning After: Meta turned Threads algorithm complaints into an official feature
Samsung Galaxy Unpacked 2026 is Feb. 25 Valve's Steam Machine: Everything we know Dear algo posts on Threads will change your recommendations for three days. Threads users have complained about its recommendation algorithm since 2023. Users even started writing posts addressed to the algorithm, specifying the topics they wanted to see more of. Now, that's part of the system: Users can write a post that begins with "dear algo" to adjust their preferences, officially. For example, you could write: "Dear algo, show me more posts about sous vide recipes."
Towards Deep Conversational Recommendations
Raymond Li, Samira Ebrahimi Kahou, Hannes Schulz, Vincent Michalski, Laurent Charlin, Chris Pal
Neural Information Processing Systems http://nips.cc/