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Tabular & Time Series

Multi-domain Task-Incremental Learning7 benchmarks · 7 papersOnline Learning (Dynamic Regret Minimization)7 benchmarks · 1 papersOnline sequence prediction7 benchmarks · 1 papersLong-horizon rollout prediction7 benchmarks · 1 papersSpatiotemporal Inference7 benchmarks · 1 papersDistribution-learning7 benchmarks · 4 papersGHI forecasting7 benchmarks · 1 papersReaction yield prediction7 benchmarks · 1 papersMulti-horizon forecasting7 benchmarks · 2 papersPublic opinion prediction7 benchmarks · 1 papersSOC Prediction7 benchmarks · 3 papersOpen-Partial-Set Domain Adaptation7 benchmarks · 6 papersNetwork Traffic Classification7 benchmarks · 1 papersDose-response estimation7 benchmarks · 2 papersLattice regression7 benchmarks · 1 papersInterventional Target Recovery7 benchmarks · 1 papersLocal Causal Discovery7 benchmarks · 1 papersBayesian Neural Network Regression7 benchmarks · 4 papersCounterfactual effect estimation7 benchmarks · 1 papersOD flow prediction7 benchmarks · 3 papersHeart Rate Regression7 benchmarks · 3 papersWasserstein Distance Estimation7 benchmarks · 3 papersAerodynamic Coefficient Prediction7 benchmarks · 3 papersFinal Outcome Prediction7 benchmarks · 1 papersExplanation Stability7 benchmarks · 1 papersElectricity consumption prediction7 benchmarks · 3 papersEdge-to-Node Zero-shot Anomaly Detection7 benchmarks · 1 papersNode-to-Edge Zero-shot Anomaly Detection7 benchmarks · 1 papers2-m temperature prediction7 benchmarks · 1 papersFederated Cross-Domain Recommendation7 benchmarks · 1 papersEdge Anomaly Detection7 benchmarks · 1 papersOnline time series forecasting7 benchmarks · 1 papers