| 1 |
Gradient-Guided Reward Optimization for Inference-time Alignment
Hankun Lin, Ruqi Zhang
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cs.CL
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0 |
1 month ago |
| 2 |
Distilling Safe LLM Systems via Soft Prompts for On Device Settings
Motasem Alfarra, Cristina Pinneri, ... (+3 more)
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cs.LG
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0 |
1 month ago |
| 3 |
Provably Efficient Personalized Multi-Objective Bandits with Proactive Conversational Queries
Linfeng Cao, Ming Shi, Ness B. Shroff
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cs.LG
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0 |
1 month ago |
| 4 |
APIC: Amortized Physics-Informed Calibration using Neural Processes
Aishwarya Venkataramanan, Sai Karthikeya Vemuri, Joachim Denzler
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cs.LG
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0 |
1 month ago |
| 5 |
Which Directions Matter? Sparse Design for Affine Robust Optimization
Pedro Chumpitaz-Flores, My Duong, ... (+2 more)
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cs.LG
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0 |
1 month ago |
| 6 |
Nonlocal Bayesian Modeling of Continuous Spatio-Temporal Dynamics
Jaeyeong Lee, Heeyoung Kim
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stat.ML
|
0 |
1 month ago |
| 7 |
Deep Spectral Learning of Embedded Latent Transfer Operators for Stochastic Dynamical Systems
Ryogo Tanaka, Yoshinobu Kawahara
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cs.LG
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0 |
1 month ago |
| 8 |
RCAP: Robust, Class-Aware, Probabilistic Dynamic Dataset Pruning
Atif Hassan, Swanand Khare, Jiaul H. Paik
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cs.LG
|
0 |
1 month ago |
| 9 |
FedSteer: Taming Extreme Gradient Staleness in Federated Learning with Corrective Projections and Caching
Haoran Zhang, Cainã Figueiredo Pereira, ... (+4 more)
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cs.LG
|
0 |
1 month ago |
| 10 |
Stationary Robust Mean-Field Games under Model Mismatches
Yue Wang
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cs.LG
|
0 |
1 month ago |
| 11 |
Bayesian Adaptation Gym: A Benchmark for the Bayesian Low-Rank Adaptation of Multi-Modal Language Models
Colin Samplawski, Ramneet Kaur, ... (+3 more)
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cs.LG
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0 |
1 month ago |
| 12 |
Sample-Efficient Learning of Probabilistic Causes for Reachability in Markov Decision Processes with Probabilistic Guarantees
Ryohei Oura, Georgios Fainekos, ... (+2 more)
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cs.AI
|
0 |
22 days ago |
| 13 |
Privacy-Preserving Robustness Verification for Neural Networks
Nianyun Song, Xiaokun Luan, ... (+4 more)
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cs.CR
|
0 |
15 days ago |
| 14 |
On Pairwise Quantile Regression -- Statistical Guarantees and Applications
Romain Thérézien, Stephan Clémençon, ... (+2 more)
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stat.ML
|
0 |
16 days ago |
| 15 |
Poisson-Gamma Modeling of Inter-Relational Dependencies in Dynamic Knowledge Graphs
Nan Fang, Yijun Wang, ... (+2 more)
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cs.LG
|
0 |
18 days ago |
| 16 |
On the Convergence of Self-Improving Online LLM Alignment
Xudong Wu, Pangpang Liu, ... (+2 more)
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cs.LG
|
0 |
21 days ago |
| 17 |
Relaxing Faithfulness with Intervention-Only Causal Discovery
Bijan Mazaheri, Jiaqi Zhang, Caroline Uhler
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cs.LG
|
0 |
8 days ago |
| 18 |
Hierarchical Bayesian Quadrature
Tim Weiland, Toni Karvonen, Philipp Hennig
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|
cs.LG
|
0 |
9 days ago |
| 19 |
Model Agnostic Graph Prompt Learning for Crystal Property Prediction
Shrimon Mukherjee, Kishalay Das, ... (+3 more)
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cs.LG
|
0 |
12 days ago |
| 20 |
Certified Interventional Fidelity: Anytime-Valid, Adaptive Evaluation of Causal Claims in Mechanistic Interpretability
Amir Asiaee
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cs.LG
|
0 |
12 days ago |
| 21 |
Bayesian Experimental Design via Score Matching
Angus Phillips, Gavin Kerrigan, Tom Rainforth
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stat.ML
|
0 |
12 days ago |
| 22 |
Workload-Preserving Differentially Private Synthetic Data for Causal Inference via Maximum-Entropy Calibration
Amir Asiaee, Kaveh Aryan
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cs.LG
|
0 |
12 days ago |
| 23 |
Vanilla SGD with Momentum Survives Heavy-Tailed Noise: Convergence Analysis without Gradient Clipping or Normalization
Ryusei Yamada, Naoki Sato, Hideaki Iiduka
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cs.LG
|
0 |
12 days ago |
| 24 |
From Bayes' Rule to Bayes Rules: Optimal Information Processing and Axiomatic Foundations Beyond Probability
Jeremie Houssineau, Badr-Eddine Chérief-Abdellatif
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math.ST
|
0 |
12 days ago |