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05/31/2023
TransAct: Transformer-based Realtime User Action Model for Recommendation at Pinterest
Sequential models that encode user activity for next action prediction h...
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12/04/2020
Community detection using fast low-cardinality semidefinite programming
Modularity maximization has been a fundamental tool for understanding th...
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12/04/2020
Efficient semidefinite-programming-based inference for binary and multi-class MRFs
Probabilistic inference in pairwise Markov Random Fields (MRFs), i.e. co...
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05/29/2019
SATNet: Bridging deep learning and logical reasoning using a differentiable satisfiability solver
Integrating logical reasoning within deep learning architectures has bee...
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12/15/2018
Low-rank semidefinite programming for the MAX2SAT problem
This paper proposes a new algorithm for solving MAX2SAT problems based o...
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06/01/2017