Frank-Wolfe iterates for monotone variational inequalities converge asymptotically to the solution set under vanishing nonsummable step sizes, with the gap vanishing and unique convergence in the strongly monotone case.
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The Isbell nucleus of a matrix induces an isometry between its tropical row and column spans under the Hilbert projective metric, with gap matrices equating algebraic slack to geometric distance to cell walls.
A provenance-aware modular pipeline converts handwritten tabular images to knowledge graphs through three inspectable stages with full traceability to visual and textual origins.
RadarMOT improves 3D multi-object tracking accuracy by using radar point clouds as direct observations to refine states and recover missed objects, achieving 12.7% higher AMOTA at long range and up to 10.3% in adverse weather on the MAN-TruckScenes dataset.
A graph-based ECO method for XLS HLS uses GED to detect IR changes, generates constraint-preserving patches, and maintains original schedules with high reuse and full correctness in experiments.
A dual-branch cross-attention neural network with recurrent tracking reconstructs complete channel impulse responses from satellite imagery by predicting TDL parameters, reaching over 0.96 PDP cosine similarity on unseen sites.
Introduces FARO, a scalable quadratic optimization approach for fairness-aware top-k retrieval in RAG that mitigates generation bias via controlled reranking and position-aware propagation modeling.
citing papers explorer
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Convergence of the Frank-Wolfe Algorithm for Monotone Variational Inequalities
Frank-Wolfe iterates for monotone variational inequalities converge asymptotically to the solution set under vanishing nonsummable step sizes, with the gap vanishing and unique convergence in the strongly monotone case.
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Projective metric geometry of tropical nuclei: gap matrices, event loci, and order chambers
The Isbell nucleus of a matrix induces an isometry between its tropical row and column spans under the Hilbert projective metric, with gap matrices equating algebraic slack to geometric distance to cell walls.
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From Historical Tabular Image to Knowledge Graphs: A Provenance-Aware Modular Pipeline
A provenance-aware modular pipeline converts handwritten tabular images to knowledge graphs through three inspectable stages with full traceability to visual and textual origins.
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Radar-Informed 3D Multi-Object Tracking under Adverse Conditions
RadarMOT improves 3D multi-object tracking accuracy by using radar point clouds as direct observations to refine states and recover missed objects, achieving 12.7% higher AMOTA at long range and up to 10.3% in adverse weather on the MAN-TruckScenes dataset.
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Graph-Based ECO and Patch Generation for High-Level Synthesis
A graph-based ECO method for XLS HLS uses GED to detect IR changes, generates constraint-preserving patches, and maintains original schedules with high reuse and full correctness in experiments.
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Deep Learning-Based Site-Specific Channel Modeling and Inference
A dual-branch cross-attention neural network with recurrent tracking reconstructs complete channel impulse responses from satellite imagery by predicting TDL parameters, reaching over 0.96 PDP cosine similarity on unseen sites.
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Fairness-Aware Retrieval Optimization for Retrieval-Augmented Generation
Introduces FARO, a scalable quadratic optimization approach for fairness-aware top-k retrieval in RAG that mitigates generation bias via controlled reranking and position-aware propagation modeling.