ICML 2023 Workshop SCIS Submissions

Group Fairness with Uncertainty in Sensitive Attributes
ICML 2023 Workshop SCIS Submission62 Authors
- Published: 20 Jun 2023, Last Modified: 28 Jul 2023
- SCIS 2023 Poster
- Readers: Everyone
Data Models for Dataset Drift Controls in Machine Learning With Optical Images
ICML 2023 Workshop SCIS Submission61 Authors
- Published: 20 Jun 2023, Last Modified: 28 Jul 2023
- SCIS 2023 Poster
- Readers: Everyone
Causal-structure Driven Augmentations for Text OOD Generalization
ICML 2023 Workshop SCIS Submission59 Authors
- Published: 20 Jun 2023, Last Modified: 28 Jul 2023
- SCIS 2023 Poster
- Readers: Everyone
Out of the Ordinary: Spectrally Adapting Regression for Covariate Shift
ICML 2023 Workshop SCIS Submission58 Authors
- Published: 20 Jun 2023, Last Modified: 28 Jul 2023
- SCIS 2023 Poster
- Readers: Everyone
Prediction without Preclusion: Recourse Verification with Reachable Sets
ICML 2023 Workshop SCIS Submission57 Authors
- Published: 20 Jun 2023, Last Modified: 28 Jul 2023
- SCIS 2023 Poster
- Readers: Everyone
Removing Multiple Biases through the Lens of Multi-task Learning
ICML 2023 Workshop SCIS Submission56 Authors
- Published: 20 Jun 2023, Last Modified: 28 Jul 2023
- SCIS 2023 Poster
- Readers: Everyone
Antibody DomainBed: Towards robust predictions using invariant representations of biological sequences carrying complex distribution shifts
ICML 2023 Workshop SCIS Submission55 Authors
- Published: 20 Jun 2023, Last Modified: 28 Jul 2023
- SCIS 2023 Oral
- Readers: Everyone
Towards Fair Knowledge Distillation using Student Feedback
ICML 2023 Workshop SCIS Submission53 Authors
- Published: 20 Jun 2023, Last Modified: 28 Jul 2023
- SCIS 2023 Poster
- Readers: Everyone
Provable domain adaptation using privileged information
ICML 2023 Workshop SCIS Submission52 Authors
- Published: 20 Jun 2023, Last Modified: 28 Jul 2023
- SCIS 2023 Oral
- Readers: Everyone
A Cosine Similarity-based Method for Out-of-Distribution Detection
ICML 2023 Workshop SCIS Submission50 Authors
- Published: 20 Jun 2023, Last Modified: 28 Jul 2023
- SCIS 2023 Poster
- Readers: Everyone
Reviving Shift Equivariance in Vision Transformers
ICML 2023 Workshop SCIS Submission49 Authors
- Published: 20 Jun 2023, Last Modified: 28 Jul 2023
- SCIS 2023 Poster
- Readers: Everyone
Towards A Scalable Solution for Improving Multi-Group Fairness in Compositional Classification
ICML 2023 Workshop SCIS Submission47 Authors
- Published: 20 Jun 2023, Last Modified: 28 Jul 2023
- SCIS 2023 Poster
- Readers: Everyone
Towards Modular Learning of Deep Causal Generative Models
ICML 2023 Workshop SCIS Submission46 Authors
- Published: 20 Jun 2023, Last Modified: 28 Jul 2023
- SCIS 2023 Poster
- Readers: Everyone
Delphic Offline Reinforcement Learning under Nonidentifiable Hidden Confounding
ICML 2023 Workshop SCIS Submission45 Authors
- Published: 20 Jun 2023, Last Modified: 28 Jul 2023
- SCIS 2023 Oral
- Readers: Everyone
C-Disentanglement: Discovering Causally-Independent Generative Factors under an Inductive Bias of Confounder
ICML 2023 Workshop SCIS Submission43 Authors
- Published: 20 Jun 2023, Last Modified: 28 Jul 2023
- SCIS 2023 Poster
- Readers: Everyone
Adversarial Data Augmentations for Out-of-Distribution Generalization
ICML 2023 Workshop SCIS Submission40 Authors
- Published: 20 Jun 2023, Last Modified: 28 Jul 2023
- SCIS 2023 Poster
- Readers: Everyone
Mitigating Simplicity Bias in Deep Learning for Improved OOD Generalization and Robustness
ICML 2023 Workshop SCIS Submission38 Authors
- Published: 20 Jun 2023, Last Modified: 28 Jul 2023
- SCIS 2023 Poster
- Readers: Everyone
Look Beneath the Surface: Exploiting Fundamental Symmetry for Sample-Efficient Offline Reinforcement Learning
ICML 2023 Workshop SCIS Submission37 Authors
- Published: 20 Jun 2023, Last Modified: 28 Jul 2023
- SCIS 2023 Poster
- Readers: Everyone
Learning Linear Causal Representations from Interventions under General Nonlinear Mixing
ICML 2023 Workshop SCIS Submission36 Authors
- Published: 20 Jun 2023, Last Modified: 28 Jul 2023
- SCIS 2023 Poster
- Readers: Everyone
Identifiability of Discretized Latent Coordinate Systems via Density Landmarks Detection
ICML 2023 Workshop SCIS Submission35 Authors
- Published: 20 Jun 2023, Last Modified: 28 Jul 2023
- SCIS 2023 Poster
- Readers: Everyone
Approximate Causal Effect Identification under Weak Confounding
ICML 2023 Workshop SCIS Submission32 Authors
- Published: 20 Jun 2023, Last Modified: 28 Jul 2023
- SCIS 2023 Poster
- Readers: Everyone
Large Dimensional Change Point Detection with FWER Control as Automatic Stopping
ICML 2023 Workshop SCIS Submission31 Authors
- Published: 20 Jun 2023, Last Modified: 28 Jul 2023
- SCIS 2023 Poster
- Readers: Everyone
Towards Understanding Feature Learning in Out-of-Distribution Generalization
ICML 2023 Workshop SCIS Submission29 Authors
- Published: 20 Jun 2023, Last Modified: 28 Jul 2023
- SCIS 2023 Poster
- Readers: Everyone
Spuriosity Rankings for Free: A Simple Framework for Last Layer Retraining Based on Object Detection
ICML 2023 Workshop SCIS Submission28 Authors
- Published: 20 Jun 2023, Last Modified: 28 Jul 2023
- SCIS 2023 Poster
- Readers: Everyone
Uncertainty-Guided Online Test-Time Adaptation via Meta-Learning
ICML 2023 Workshop SCIS Submission27 Authors
- Published: 20 Jun 2023, Last Modified: 28 Jul 2023
- SCIS 2023 Poster
- Readers: Everyone