{"id":"W4313351104","doi":"10.1007/978-3-031-22105-7_1","title":"A Stochastic Non-monotone DR-Submodular Maximization Problem over a Convex Set","year":2022,"lang":"en","type":"book-chapter","venue":"Lecture notes in computer science","topic":"Complexity and Algorithms in Graphs","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Submodular set function; Monotone polygon; Combinatorics; Regular polygon; Mathematics; Oracle; Maximization; Function (biology); Constraint (computer-aided design); Order (exchange); Discrete mathematics; Set (abstract data type); Set function; Convex function; Stochastic ordering; Mathematical optimization; Applied mathematics; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002778597,0.001302036,0.002271638,0.0006004826,0.0005454892,0.002275157,0.002135592,0.002921746,0.007260574],"category_scores_gemma":[0.006569883,0.0008937764,0.001210874,0.00153617,0.001307692,0.002839281,0.00200425,0.002880886,0.0007152164],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002084336,"about_ca_system_score_gemma":0.001734154,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001545602,"about_ca_topic_score_gemma":0.001460791,"domain_scores_codex":[0.9984113,0.0007255547,0.00005361466,0.0004381885,0.0002357646,0.0001355946],"domain_scores_gemma":[0.9969345,0.002277939,0.000208271,0.0001491684,0.0001970516,0.0002331112],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002838389,0.0002647764,0.0005775245,0.0007622988,0.0001803769,0.0004129444,0.0001482405,0.5128629,0.004106459,0.4089292,0.018664,0.05280746],"study_design_scores_gemma":[0.00005164014,0.0001003328,0.0002416228,0.00003987147,0.00002131298,0.0001522716,0.00003873508,0.838943,0.0004784316,0.1566828,0.003229856,0.00002018015],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.04206838,0.001244496,0.9238392,0.003953862,0.00022331,0.0002159101,0.001219972,0.0002973748,0.02693746],"genre_scores_gemma":[0.6599344,0.001959011,0.2933574,0.001213471,0.0007704087,0.0005881633,0.001460814,0.0004807894,0.04023548],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.007260574,"threshold_uncertainty_score":0.02428901,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01690804204301829,"score_gpt":0.2398259652213626,"score_spread":0.2229179231783443,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}