Dennis Wei

Identifiers

• name variant Dennis Wei 0.60 · backfill

Papers (53)

1. Local Causal Attribution of Chain-of-Thought Reasoning cs.LG · 2026 · author #1
2. Multi-component Causal Tracing in Large Language Models cs.LG · 2026 · author #2
3. Entropy-Aware On-Policy Distillation of Language Models cs.LG · 2026 · author #6
4. CoFrGeNet: Continued Fraction Architectures for Language Generation cs.CL · 2026 · author #3
5. Effective Human-AI Teams via Learned Natural Language Rules and Onboarding cs.LG · 2023 · author #3
6. SalUn: Empowering Machine Unlearning via Gradient-based Weight Saliency in Both Image Classification and Generation cs.LG · 2023 · author #5
7. Interpretable Differencing of Machine Learning Models cs.LG · 2023 · author #3
8. A Statistical Interpretation of the Maximum Subarray Problem stat.ME · 2023 · author #1
9. Convex Bounds on the Softmax Function with Applications to Robustness Verification cs.LG · 2023 · author #1
10. Who Should Predict? Exact Algorithms For Learning to Defer to Humans cs.LG · 2023 · author #3
11. On the Safety of Interpretable Machine Learning: A Maximum Deviation Approach cs.LG · 2022 · author #1
12. Downstream Fairness Caveats with Synthetic Healthcare Data cs.LG · 2022 · author #3
13. Analogies and Feature Attributions for Model Agnostic Explanation of Similarity Learners cs.LG · 2022 · author #3
14. FROTE: Feedback Rule-Driven Oversampling for Editing Models cs.LG · 2022 · author #2
15. Ground-Truth, Whose Truth? -- Examining the Challenges with Annotating Toxic Text Datasets cs.CL · 2021 · author #3
16. Interpretable and Fair Boolean Rule Sets via Column Generation cs.LG · 2021 · author #4
17. AI Explainability 360: Impact and Design cs.LG · 2021 · author #19
18. Your fairness may vary: Pretrained language model fairness in toxic text classification cs.CL · 2021 · author #2
19. Treatment Effect Estimation using Invariant Risk Minimization cs.LG · 2021 · author #4
20. Optimal Policies for the Homogeneous Selective Labels Problem cs.LG · 2020 · author #1
21. DAGs with No Fears: A Closer Look at Continuous Optimization for Learning Bayesian Networks cs.LG · 2020 · author #1
22. Deciding Fast and Slow: The Role of Cognitive Biases in AI-assisted Decision-making cs.HC · 2020 · author #3
23. Consumer-Driven Explanations for Machine Learning Decisions: An Empirical Study of Robustness cs.LG · 2020 · author #2
24. Is There a Trade-Off Between Fairness and Accuracy? A Perspective Using Mismatched Hypothesis Testing stat.ML · 2019 · author #2
25. One Explanation Does Not Fit All: A Toolkit and Taxonomy of AI Explainability Techniques cs.AI · 2019 · author #19
26. Characterization of Overlap in Observational Studies cs.LG · 2019 · author #3
27. Teaching AI to Explain its Decisions Using Embeddings and Multi-Task Learning cs.LG · 2019 · author #7
28. Generalized Linear Rule Models cs.LG · 2019 · author #1
29. Optimized Score Transformation for Consistent Fair Classification cs.LG · 2019 · author #1
30. Interpretable Subgroup Discovery in Treatment Effect Estimation with Application to Opioid Prescribing Guidelines cs.LG · 2019 · author #2
31. TED: Teaching AI to Explain its Decisions cs.AI · 2018 · author #2
32. Teaching Meaningful Explanations cs.AI · 2018 · author #7
33. Boolean Decision Rules via Column Generation cs.AI · 2018 · author #3
34. On the Supermodularity of Active Graph-based Semi-supervised Learning with Stieltjes Matrix Regularization stat.ML · 2018 · author #2
35. Distribution-Preserving k-Anonymity stat.ML · 2017 · author #1
36. Optimized Data Pre-Processing for Discrimination Prevention stat.ML · 2017 · author #2
37. Interpretable Two-level Boolean Rule Learning for Classification stat.ML · 2016 · author #2
38. A Constant-Factor Bi-Criteria Approximation Guarantee for $k$-means++ cs.LG · 2016 · author #1
39. Interpretable Two-level Boolean Rule Learning for Classification cs.LG · 2015 · author #2
40. Statistical Estimation and Clustering of Group-invariant Orientation Parameters stat.ML · 2015 · author #2
41. A Dictionary Approach to EBSD Indexing cs.CV · 2015 · author #3
42. Coercive Region-level Registration for Multi-modal Images cs.CV · 2015 · author #2
43. Parameter estimation in spherical symmetry groups stat.ML · 2014 · author #2
44. Robust Binary Hypothesis Testing Under Contaminated Likelihoods cs.IT · 2014 · author #1
45. Adaptive Sensing Resource Allocation Over Multiple Hypothesis Tests stat.ME · 2014 · author #1
46. Resource-Constrained Adaptive Search for Sparse Multi-Class Targets with Varying Importance cs.IT · 2014 · author #3
47. Jointly Sparse Global SIMPLS Regression stat.ME · 2014 · author #4
48. Spectral Correlation Hub Screening of Multivariate Time Series stat.OT · 2014 · author #2
49. Performance Guarantees for Adaptive Estimation of Sparse Signals cs.IT · 2013 · author #1
50. Marginal Likelihoods for Distributed Parameter Estimation of Gaussian Graphical Models stat.ML · 2013 · author #2
51. On two relaxations of quadratically-constrained cardinality minimization math.OC · 2012 · author #1
52. Multistage Adaptive Estimation of Sparse Signals stat.ME · 2012 · author #1
53. Ensemble estimators for multivariate entropy estimation math.ST · 2012 · author #2

Mentions

• 2311.01007 #3 · arxiv_oai · confidence 0.70 Dennis Wei
• 2304.13307 #1 · arxiv_oai · confidence 0.70 Dennis Wei
• 2111.08466 #4 · arxiv_oai · confidence 0.70 Dennis Wei
• 2306.06473 #3 · arxiv_oai · confidence 0.70 Dennis Wei
• 2301.06197 #3 · arxiv_oai · confidence 0.70 Dennis Wei
• 2303.01713 #1 · arxiv_oai · confidence 0.70 Dennis Wei
• 2211.01498 #1 · arxiv_oai · confidence 0.70 Dennis Wei
• 2108.01250 #2 · arxiv_oai · confidence 0.70 Dennis Wei
• 2010.07938 #3 · arxiv_oai · confidence 0.70 Dennis Wei
• 2203.04462 #3 · arxiv_oai · confidence 0.70 Dennis Wei
• 2202.01153 #3 · arxiv_oai · confidence 0.70 Dennis Wei
• 2109.12151 #19 · arxiv_oai · confidence 0.70 Dennis Wei
• 2201.01070 #2 · arxiv_oai · confidence 0.70 Dennis Wei
• 2112.03529 #3 · arxiv_oai · confidence 0.70 Dennis Wei
• 1906.00066 #1 · arxiv_oai · confidence 0.70 Dennis Wei
• 2103.07788 #4 · arxiv_oai · confidence 0.70 Dennis Wei
• 1907.04138 #3 · arxiv_oai · confidence 0.70 Dennis Wei
• 1910.07870 #2 · arxiv_oai · confidence 0.70 Dennis Wei
• 2011.01381 #1 · arxiv_oai · confidence 0.70 Dennis Wei
• 2010.09133 #1 · arxiv_oai · confidence 0.70 Dennis Wei
• 1805.09901 #3 · arxiv_oai · confidence 0.70 Dennis Wei
• 1905.03297 #2 · arxiv_oai · confidence 0.70 Dennis Wei
• 2001.05573 #2 · arxiv_oai · confidence 0.70 Dennis Wei
• 1909.03012 #19 · arxiv_oai · confidence 0.70 Dennis Wei
• 1811.04896 #2 · arxiv_oai · confidence 0.70 Dennis Wei
• 1906.02299 #7 · arxiv_oai · confidence 0.70 Dennis Wei
• 1906.01761 #1 · arxiv_oai · confidence 0.70 Dennis Wei
• 1805.11648 #7 · arxiv_oai · confidence 0.70 Dennis Wei
• 1804.03273 #2 · arxiv_oai · confidence 0.70 Dennis Wei
• 1711.01514 #1 · arxiv_oai · confidence 0.70 Dennis Wei
• 1704.03354 #2 · arxiv_oai · confidence 0.70 Dennis Wei
• 1606.05798 #2 · arxiv_oai · confidence 0.70 Dennis Wei
• 1605.04986 #1 · arxiv_oai · confidence 0.70 Dennis Wei
• 1511.07361 #2 · arxiv_oai · confidence 0.70 Dennis Wei
• 1502.07432 #2 · arxiv_oai · confidence 0.70 Dennis Wei
• 1411.2540 #2 · arxiv_oai · confidence 0.70 Dennis Wei
• 1303.4756 #2 · arxiv_oai · confidence 0.70 Dennis Wei
• 1503.04474 #2 · arxiv_oai · confidence 0.70 Dennis Wei
• 1502.07436 #3 · arxiv_oai · confidence 0.70 Dennis Wei
• 1410.0950 #1 · arxiv_oai · confidence 0.70 Dennis Wei
• 1410.0952 #1 · arxiv_oai · confidence 0.70 Dennis Wei
• 1409.7808 #3 · arxiv_oai · confidence 0.70 Dennis Wei
• 1408.0318 #4 · arxiv_oai · confidence 0.70 Dennis Wei
• 1311.6360 #1 · arxiv_oai · confidence 0.70 Dennis Wei
• 1403.3371 #2 · arxiv_oai · confidence 0.70 Dennis Wei
• 1210.1473 #1 · arxiv_oai · confidence 0.70 Dennis Wei
• 1203.5829 #2 · arxiv_oai · confidence 0.70 Dennis Wei
• 1210.5225 #1 · arxiv_oai · confidence 0.70 Dennis Wei
• 2606.21821 #1 · arxiv_oai · confidence 0.70 Dennis Wei
• 1511.07361 #2 · backfill · confidence 0.70 Dennis Wei
• 2606.03085 #2 · arxiv_oai · confidence 0.70 Dennis Wei
• 1503.04474 #2 · backfill · confidence 0.70 Dennis Wei
• 1502.07436 #3 · backfill · confidence 0.70 Dennis Wei
• 1502.07432 #2 · backfill · confidence 0.70 Dennis Wei
• 1411.2540 #2 · backfill · confidence 0.70 Dennis Wei
• 1410.0952 #1 · backfill · confidence 0.70 Dennis Wei
• 1410.0950 #1 · backfill · confidence 0.70 Dennis Wei
• 1409.7808 #3 · backfill · confidence 0.70 Dennis Wei
• 1408.0318 #4 · backfill · confidence 0.70 Dennis Wei
• 1403.3371 #2 · backfill · confidence 0.70 Dennis Wei
• 1311.6360 #1 · backfill · confidence 0.70 Dennis Wei
• 1303.4756 #2 · backfill · confidence 0.70 Dennis Wei
• 2603.07079 #6 · arxiv_oai · confidence 0.70 Dennis Wei
• 2601.21766 #3 · arxiv_oai · confidence 0.70 Dennis Wei
• 1210.5225 #1 · backfill · confidence 0.70 Dennis Wei
• 1210.1473 #1 · backfill · confidence 0.70 Dennis Wei
• 1203.5829 #2 · backfill · confidence 0.70 Dennis Wei
• 2310.12508 #5 · arxiv_oai · confidence 0.70 Dennis Wei

Frequent Coauthors

• Kush R. Varshney 15 shared papers
• Amit Dhurandhar 10 shared papers
• Karthikeyan Natesan Ramamurthy 10 shared papers
• Alfred O. Hero III 6 shared papers
• Michael Hind 6 shared papers
• Moninder Singh 5 shared papers
• Pin-Yu Chen 5 shared papers
• Prasanna Sattigeri 5 shared papers
• Gregory Newstadt 4 shared papers
• Rahul Nair 4 shared papers
• Yu-hui Chen 4 shared papers
• Yunfeng Zhang 4 shared papers
• Aleksandra Mojsilovi\'c 3 shared papers
• Alfred Hero 3 shared papers
• David Sontag 3 shared papers
• Dmitry M. Malioutov 3 shared papers
• Elizabeth M. Daly 3 shared papers
• Ioana Baldini 3 shared papers
• Jeffrey Simmons 3 shared papers
• Karthikeyan Shanmugam 3 shared papers