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TitleStatusHype
Robust Concept Erasure via Kernelized Rate-Distortion MaximizationCode0
Robust Conditional GAN from Uncertainty-Aware Pairwise ComparisonsCode0
Towards causal benchmarking of bias in face analysis algorithmsCode0
Gold Doesn't Always Glitter: Spectral Removal of Linear and Nonlinear Guarded Attribute InformationCode0
On Technique Identification and Threat-Actor Attribution using LLMs and Embedding ModelsCode0
Classification Utility, Fairness, and Compactness via Tunable Information Bottleneck and Rényi MeasuresCode0
Instructing Text-to-Image Diffusion Models via Classifier-Guided Semantic OptimizationCode0
Understanding Compositional Data Augmentation in Typologically Diverse Morphological InflectionCode0
On the biological plausibility of orthogonal initialisation for solving gradient instability in deep neural networksCode0
Attribute De-biased Vision Transformer (AD-ViT) for Long-Term Person Re-identificationCode0
On the Complexity of Bayesian GeneralizationCode0
Robustly Improving LLM Fairness in Realistic Settings via InterpretabilityCode0
On the consistency of supervised learning with missing valuesCode0
Robustness to Missing Features using Hierarchical Clustering with Split Neural NetworksCode0
On the Effectiveness of Discretizing Quantitative Attributes in Linear ClassifiersCode0
DisasterNets: Embedding Machine Learning in Disaster MappingCode0
Interactive Acquisition of Fine-grained Visual Concepts by Exploiting Semantics of Generic Characterizations in DiscourseCode0
Active Assessment of Prediction Services as Accuracy Surface Over Attribute CombinationsCode0
An Entropy Weighted Nonnegative Matrix Factorization Algorithm for Feature RepresentationCode0
An Ensemble Approach for Annotating Source Code Identifiers with Part-of-speech TagsCode0
Subgroup Discovery in Unstructured DataCode0
Subjective Face Transform using Human First ImpressionsCode0
GOAt: Explaining Graph Neural Networks via Graph Output AttributionCode0
On the Equivalence Between Temporal and Static Graph Representations for Observational PredictionsCode0
On the Expressive Power of Overlapping Architectures of Deep LearningCode0
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