3 citations · 6 across the 6 of their papers we have counts for
6 papers
Efficient Large-Scale Cross-Domain Sequential Recommendation with Dynamic State Representations
Manuel V. Loureiro, Steven Derby, Aleksei Medvedev +3
Recently, autoregressive recommendation models (ARMs), such as Meta's HSTU model, have emerged as a major breakthrough over traditional Deep Learning Recommendation Models (DLRMs),…
Universal Reusability in Recommender Systems: The Case for Dataset- and Task-Independent Frameworks
Tri Kurniawan Wijaya, Xinyang Shao, Gonzalo Fiz Pontiveros +1
Recommender systems are pivotal in delivering personalized experiences across industries, yet their adoption and scalability remain hindered by the need for extensive dataset- and…
STA: Self-controlled Text Augmentation for Improving Text Classifications
Congcong Wang, Gonzalo Fiz Pontiveros, Steven Derby +1
Despite recent advancements in Machine Learning, many tasks still involve working in low-data regimes which can make solving natural language problems difficult. Recently, a number…
Quantitative Metrics for Evaluating Explanations of Video DeepFake Detectors
Federico Baldassarre, Quentin Debard, Gonzalo Fiz Pontiveros +1
The proliferation of DeepFake technology is a rising challenge in today's society, owing to more powerful and accessible generation methods. To counter this, the research community…
Virtually fibering random right-angled Coxeter groups
Gonzalo Fiz Pontiveros, Roman Glebov, Ilan Karpas
We show that the Right-Angled Coxeter group associated to a random graph with virtual…
On the Ramsey number of the triangle and the cube
Gonzalo Fiz Pontiveros, Simon Griffiths, Robert Morris +2
The Ramsey number r(K_3,Q_n) is the smallest integer N such that every red-blue colouring of the edges of the complete graph K_N contains either a red n-dimensional hypercube, or a…