| 1 |
Momentum SVGD-EM for Accelerated Maximum Marginal Likelihood Estimation
Adam Rozzio, Rafael Athanasiades, O. Deniz Akyildiz
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stat.ML
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0 |
2 months ago |
| 2 |
Computationally lightweight classifiers with frequentist bounds on predictions
Shreeram Murali, Cristian R. Rojas, Dominik Baumann
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cs.LG
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0 |
2 months ago |
| 3 |
Minimax Generalized Cross-Entropy
Kartheek Bondugula, Santiago Mazuelas, ... (+2 more)
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stat.ML
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0 |
2 months ago |
| 4 |
Scalable Learning of Multivariate Distributions via Coresets
Zeyu Ding, Katja Ickstadt, ... (+3 more)
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cs.LG
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0 |
2 months ago |
| 5 |
Towards Motion-aware Referring Image Segmentation
Chaeyun Kim, Seunghoon Yi, ... (+3 more)
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cs.CV
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0 |
2 months ago |
| 6 |
UniPROT: Uniform Prototype Selection via Partial Optimal Transport with Submodular Guarantees
Prateek Chanda, Prayas Agrawal, ... (+4 more)
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cs.LG
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0 |
1 month ago |
| 7 |
Calibration Collapse Under Sycophancy Fine-Tuning: How Reward Hacking Breaks Uncertainty Quantification in LLMs
Subramanyam Sahoo
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cs.LG
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0 |
1 month ago |
| 8 |
Towards E-Value Based Stopping Rules for Bayesian Deep Ensembles
Emanuel Sommer, Rickmer Schulte, ... (+3 more)
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cs.LG
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0 |
1 month ago |
| 9 |
Local Inconsistency Resolution: The Interplay between Attention and Control in Probabilistic Models
Oliver E. Richardson, Mandana Samiei, ... (+5 more)
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cs.AI
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0 |
1 month ago |
| 10 |
How to Approximate Inference with Subtractive Mixture Models
Lena Zellinger, Nicola Branchini, ... (+4 more)
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cs.LG
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0 |
1 month ago |
| 11 |
Adaptive multi-fidelity optimization with fast learning rates
Come Fiegel, Victor Gabillon, Michal Valko
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stat.ML
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0 |
1 month ago |
| 12 |
Scalable Model-Based Clustering with Sequential Monte Carlo
Connie Trojan, Pavel Myshkov, ... (+4 more)
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stat.ML
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0 |
1 month ago |
| 13 |
Online learning with noisy side observations
Tomáš Kocák, Gergely Neu, Michal Valko
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cs.LG
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0 |
1 month ago |
| 14 |
Identifiability of Potentially Degenerate Gaussian Mixture Models With Piecewise Affine Mixing
Danru Xu, Sébastien Lachapelle, Sara Magliacane
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stat.ML
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0 |
1 month ago |
| 15 |
Interpretable DNA Sequence Classification via Dynamic Feature Generation in Decision Trees
Nicolas Huynh, Krzysztof Kacprzyk, ... (+3 more)
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cs.LG
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0 |
1 month ago |
| 16 |
A Divergence-Based Method for Weighting and Averaging Model Predictions
Olav Benjamin Vassend
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stat.ML
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0 |
1 month ago |
| 17 |
Causal Representation Learning from General Environments under Nonparametric Mixing
Ignavier Ng, Shaoan Xie, ... (+3 more)
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cs.LG
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0 |
1 month ago |
| 18 |
GiVA: Gradient-Informed Bases for Vector-Based Adaptation
Neeraj Gangwar, Rishabh Deshmukh, ... (+5 more)
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cs.CL
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0 |
1 month ago |
| 19 |
A single algorithm for both restless and rested rotting bandits
Julien Seznec, Pierre Ménard, ... (+2 more)
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stat.ML
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0 |
1 month ago |
| 20 |
Even More Guarantees for Variational Inference in the Presence of Symmetries
Lena Zellinger, Antonio Vergari
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cs.LG
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0 |
1 month ago |
| 21 |
Active multiple matrix completion with adaptive confidence sets
Andrea Locatelli, Alexandra Carpentier, Michal Valko
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stat.ML
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0 |
23 days ago |