SOTAVerified

Decision Making

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 6901–6950 of 12311 papers

TitleStatusHype
DORA: Exploring Outlier Representations in Deep Neural NetworksCode1
A taxonomy of explanations to support Explainability-by-Design—0
Balanced background and explanation data are needed in explaining deep learning models with SHAP: An empirical study on clinical decision makingCode0
Integrating Symmetry into Differentiable Planning with Steerable Convolutions—0
Fair Classification via Domain Adaptation: A Dual Adversarial Learning ApproachCode0
How unfair is private learning ?—0
Efficient Resource Allocation with Fairness Constraints in Restless Multi-Armed Bandits—0
Combining Monte-Carlo Tree Search with Proof-Number Search—0
Topological Data Analysis Ball Mapper for Finance—0
Quantitative Stock Investment by Routing Uncertainty-Aware Trading Experts: A Multi-Task Learning Approach—0
CPES-QSM: A Quantitative Method Towards the Secure Operation of Cyber-Physical Energy Systems—0
From Attribution Maps to Human-Understandable Explanations through Concept Relevance PropagationCode1
Interpretability of artificial neural network models in artificial Intelligence vs. neuroscience—0
Distributive Justice as the Foundational Premise of Fair ML: Unification, Extension, and Interpretation of Group Fairness MetricsCode1
A Justice-Based Framework for the Analysis of Algorithmic Fairness-Utility Trade-OffsCode1
Forecasting COVID- 19 cases using Statistical Models and Ontology-based Semantic Modelling: A real time data analytics approach—0
Neuro-Nav: A Library for Neurally-Plausible Reinforcement LearningCode2
Efficient entity-based reinforcement learning—0
RORL: Robust Offline Reinforcement Learning via Conservative SmoothingCode1
Robust Adversarial Attacks Detection based on Explainable Deep Reinforcement Learning For UAV Guidance and Planning—0
Predicting and Understanding Human Action Decisions during Skillful Joint-Action via Machine Learning and Explainable-AICode0
Adaptive Rollout Length for Model-Based RL Using Model-Free Deep RL—0
Asymptotic Instance-Optimal Algorithms for Interactive Decision Making—0
A sentiment analysis model for car review texts based on adversarial training and whole word mask BERT—0
Convergence and sample complexity of natural policy gradient primal-dual methods for constrained MDPs—0
Interpretable Mixture of Experts—0
Enforcing Group Fairness in Algorithmic Decision Making: Utility Maximization Under SufficiencyCode0
Information Threshold, Bayesian Inference and Decision-Making—0
Models of human preference for learning reward functions—0
Sequential Counterfactual Decision-Making Under Confounded Reward—0
Interpolating Between Softmax Policy Gradient and Neural Replicator Dynamics with Capped Implicit Exploration—0
Between Rate-Distortion Theory & Value Equivalence in Model-Based Reinforcement Learning—0
Deciding What to Model: Value-Equivalent Sampling for Reinforcement Learning—0
A Deep Reinforcement Learning Framework For Column GenerationCode0
Additive MIL: Intrinsically Interpretable Multiple Instance Learning for Pathology—0
QAGCN: Answering Multi-Relation Questions via Single-Step Implicit Reasoning over Knowledge GraphsCode0
Uncertainty Estimation in Machine Learning—0
Decentralized Optimistic Hyperpolicy Mirror Descent: Provably No-Regret Learning in Markov Games—0
Fair Classification via Transformer Neural Networks: Case Study of an Educational Domain—0
HEX: Human-in-the-loop Explainability via Deep Reinforcement Learning—0
Rashomon Capacity: A Metric for Predictive Multiplicity in ClassificationCode0
Unified Recurrence Modeling for Video Action AnticipationCode0
Adaptive Robust Online Portfolio Selection—0
Corpus Creation for Sentiment Analysis in Code-Mixed Tulu Text—0
ConvTextTM: An Explainable Convolutional Tsetlin Machine Framework for Text Classification—0
A Corpus of German Citizen Contributions in Mobility Planning: Supporting Evaluation Through Multidimensional ClassificationCode0
Scaling up Discourse Quality Annotation for Political ScienceCode0
What Is Going through Your Mind? Metacognitive Events Classification in Human-Agent Interactions—0
Dynaformer: A Deep Learning Model for Ageing-aware Battery Discharge PredictionCode1
OmniXAI: A Library for Explainable AICode2
Show:102550
← PrevPage 139 of 247Next →

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1SRLAAverage Remaining Cycles6.4—Unverified