Showing 1–20 of 21 results
/ Date/ Name
May 28, 2025Solving Boolean Satisfiability Problems Using A Hypergraph-based Probabilistic ComputerNov 21, 2021PAC-Learning Uniform Ergodic Communicative NetworksOct 1, 2023Hidden Clique Inference in Random Ising Model I: the planted random field Curie-Weiss modelNov 1, 2023Ground-State Probabilistic Logic with the Simplest Binary Energy Landscape for Probabilistic ComputingNov 19, 2021Achievability and Impossibility of Exact Pairwise RankingJan 2, 2025Learning Spectral Methods by TransformersFeb 9, 2025Transformers versus the EM Algorithm in Multi-class ClusteringSep 25, 2023Hidden Clique Inference in Random Ising Model II: the planted Sherrington-Kirkpatrick modelNov 25, 2021Multi-fidelity Stability for Graph Representation LearningMar 26, 2025The First Hardware Demonstration of a Universal Programmable RRAM-based Probabilistic Computer for Molecular DockingJun 20, 2022SafeBench: A Benchmarking Platform for Safety Evaluation of Autonomous VehiclesNov 16, 2024One-Layer Transformer Provably Learns One-Nearest Neighbor In ContextOct 31, 2024Global Convergence in Training Large-Scale TransformersNov 18, 2024Linear Convergence of the Proximal Gradient Method for Composite Optimization Under the Polyak-Łojasiewicz Inequality and Its VariantDec 29, 2025KernelEvolve: Scaling Agentic Kernel Coding for Heterogeneous AI Accelerators at MetaJan 5, 2025Transformers Simulate MLE for Sequence Generation in Bayesian NetworksFeb 27, 2025A Novel P-bit-based Probabilistic Computing Approach for Solving the 3-D Protein Folding ProblemMar 7, 2026T2SGrid: Temporal-to-Spatial Gridification for Video Temporal GroundingFeb 5, 2023Probabilistic-Bits based on Ferroelectric Field-Effect Transistors for Stochastic ComputingFeb 5, 2025Transformers and Their Roles as Time Series Foundation Models