Spurious correlations, Invariance, and Stability (SCIS) The 1st Workshop on Healthcare AI and COVID-19 Theory and Practice of Differential Privacy Workshop on Human-Machine Collaboration and Teaming 2023: 2nd ICML Workshop on New Frontiers in Adversarial Machine Learning 2nd Workshop on Formal ...
(2021 arXiv) Counterfactual Invariance to Spurious Correlations: Why and How to Pass Stress Tests. Victor Veitch, Alexander D'Amour, Steve Yadlowsky, Jacob Eisenstein. [pdf] (2021 CVPR) Counterfactual VQA: A Cause-Effect Look at Language Bias. Yulei Niu, Kaihua Tang, Hanwang Zhang, Zhiwu ...
Correct-N-Contrast: a Contrastive Approach for Improving Robustness to Spurious Correlations RetrievalGuard: Provably Robust 1-Nearest Neighbor Image Retrieval Only tails matter: Average-Case Universality and Robustness in the Convex Regime Robust Fine-tuning of Deep Neural Networks with Hessian-based Gen...
The removal of the blacklist regions removes spurious correlations seen with REST has essentially disappeared as would be expected given the known biology. We highlight the clear case of removing the noise in REST correlation, but the same standard holds true for the remaining factors in Fig. ...
Theoretical or Mathematical/ atomic electron correlationsatomic resonant statesberylliumhelium atomshydrogen ionsmagnesium/ H -He -Be -Mg -configuration list dependenceWe have performed coordinate rotated configuration interaction calculations on well-studied Feshbach resonances of H and He and on 2 P ...
we'll be looking at all aspects of the peer review system, through which scientific knowledge is published- its pros, and its imperfections. We'll look at how statistics can be used to substantiate scientific theories, but also how they can be used to bolster spurious correlations and dodgy...
Let X S = (X j) j ∈ S be the sub-random vector indexed by S and S the selected set that has the higher spurious correlation with X1 as in Figure 2.For example, when n = 60 and d = 6, 400, we see that X 1 伪相关有对易变的选择的重大冲击,并且也许导致错误科学发现。 让X ...
Some works on Image restoration focus more on improving the performance in out-of-distribution samples to improve generalization in real-world images. One common issue is the model’s dependence on spurious correlations, which might introduce confounding effects specific to certain degradations. The ...
B Plots of Spearman’s correlation between negative control samples (N = 20 each) in human and mouse, showing genome-wide correlation and correlation within the C&R suspect list regions in hg38 and mm10 genomes. In both human and mouse, samples show dramatically increased correlation when ...
36961 SAS ® 9.2 TS1M0 and TS2M0 issue spurious out-of-memory errors 64-bit Enabled AIX, 64-bit Enabled HP-UX, 64-bit Enabled Solaris, HP-UX IPF, Linux, Linux for x64, Solaris for x64 TS2M2 36800 The SQL procedure generates a Cartesian product when you join a SAS ® tabl...