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Domain Adaptation

8,962 papers

Papers per year

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Papers

Towards a Clean Text Corpus for Ottoman Turkish ACL 2024
Do LLMs Speak Kazakh? A Pilot Evaluation of Seven Models ACL 2024
CTYUN-AI@SMM4H-2024: Knowledge Extension Makes Expert Models ACL 2024
IMS_medicALY at #SMM4H 2024: Detecting Impacts of Outdoor Spaces on Social Anxiety with Data Augmented Ensembling ACL 2024
HaleLab_NITK@SMM4H’24: Binary classification of English tweets reporting children’s medical disorders ACL 2024
Striking a Balance between Classical and Deep Learning Approaches in Natural Language Processing Pedagogy ACL 2024
Loneliness Episodes: A Japanese Dataset for Loneliness Detection and Analysis ACL 2024
Non-Neighbors Also Matter to Kriging: A New Contrastive-Prototypical Learning AISTATS 2024
Breaking isometric ties and introducing priors in Gromov-Wasserstein distances AISTATS 2024
TransFusion: Covariate-Shift Robust Transfer Learning for High-Dimensional Regression AISTATS 2024
Multi-Domain Causal Representation Learning via Weak Distributional Invariances AISTATS 2024
Adaptive Parametric Prototype Learning for Cross-Domain Few-Shot Classification AISTATS 2024
DAGnosis: Localized Identification of Data Inconsistencies using Structures AISTATS 2024
Continual Domain Adversarial Adaptation via Double-Head Discriminators AISTATS 2024
Distributionally Robust Off-Dynamics Reinforcement Learning: Provable Efficiency with Linear Function Approximation AISTATS 2024
Mixed Models with Multiple Instance Learning AISTATS 2024
FairRR: Pre-Processing for Group Fairness through Randomized Response AISTATS 2024
Proxy Methods for Domain Adaptation AISTATS 2024
Contextual Bandits with Budgeted Information Reveal AISTATS 2024
Policy Learning for Localized Interventions from Observational Data AISTATS 2024
Semi-supervised Group DRO: Combating Sparsity with Unlabeled Data ALT 2024
Causal Optimal Transport of Abstractions CLEAR 2024
Evaluating and Correcting Performative Effects of Decision Support Systems via Causal Domain Shift CLEAR 2024
Causal discovery in a complex industrial system: A time series benchmark CLEAR 2024
AcnEmpathize: A Dataset for Understanding Empathy in Dermatology Conversations COLING 2024