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TitleStatusHype
Order Doesn't Matter, But Reasoning Does: Training LLMs with Order-Centric Augmentation—0
Universality of conformal prediction under the assumption of randomness—0
Overcoming Dependent Censoring in the Evaluation of Survival ModelsCode0
Talking to the brain: Using Large Language Models as Proxies to Model Brain Semantic Representation—0
Shh, don't say that! Domain Certification in LLMs—0
Uncertainty Quantification for LLM-Based Survey Simulations—0
Beyond In-Distribution Success: Scaling Curves of CoT Granularity for Language Model GeneralizationCode0
Data-Driven Input-Output Control Barrier Functions—0
Quantifying Logical Consistency in Transformers via Query-Key Alignment—0
REGen: A Reliable Evaluation Framework for Generative Event Argument Extraction—0
Your Assumed DAG is Wrong and Here's How To Deal With ItCode0
Auto-Bench: An Automated Benchmark for Scientific Discovery in LLMs—0
Pricing Valid Cuts for Price-Match Equilibria—0
EquivaMap: Leveraging LLMs for Automatic Equivalence Checking of Optimization FormulationsCode0
Towards a Perspectivist Turn in Argument Quality AssessmentCode0
Explainable Distributed Constraint Optimization Problems—0
Conformal Prediction under Levy-Prokhorov Distribution Shifts: Robustness to Local and Global PerturbationsCode0
Generalization error bound for denoising score matching under relaxed manifold assumption—0
What are Models Thinking about? Understanding Large Language Model Hallucinations "Psychology" through Model Inner State Analysis—0
Likelihood-Ratio Regularized Quantile Regression: Adapting Conformal Prediction to High-Dimensional Covariate Shifts—0
GiFT: Gibbs Fine-Tuning for Code GenerationCode0
Deep Incomplete Multi-view Learning via Cyclic Permutation of VAEs—0
The Relationship between No-Regret Learning and Online Conformal Prediction—0
A new and flexible class of sharp asymptotic time-uniform confidence sequences—0
Self-Normalized Inference in (Quantile, Expected Shortfall) Regressions for Time Series—0
Multi-Objective Planning with Contextual Lexicographic Reward Preferences—0
Trust Me, I Know the Way: Predictive Uncertainty in the Presence of Shortcut Learning—0
Generalizability through Explainability: Countering Overfitting with Counterfactual Examples—0
CRANE: Reasoning with constrained LLM generation—0
High-Throughput SAT SamplingCode0
Inference in dynamic models for panel data using the moving block bootstrap—0
On Training-Conditional Conformal Prediction and Binomial Proportion Confidence Intervals—0
Beyond Confidence: Adaptive Abstention in Dual-Threshold Conformal Prediction for Autonomous System PerceptionCode0
Experiments in the Linear Convex Order—0
Krum Federated Chain (KFC): Using blockchain to defend against adversarial attacks in Federated LearningCode0
Dual Conic Proxy for Semidefinite Relaxation of AC Optimal Power Flow—0
Tokenization Standards for Linguistic Integrity: Turkish as a Benchmark—0
On the Impact of the Utility in Semivalue-based Data Valuation—0
Smooth Sailing: Lipschitz-Driven Uncertainty Quantification for Spatial AssociationCode0
Forbidden Science: Dual-Use AI Challenge Benchmark and Scientific Refusal Tests—0
Generative-enhanced optimization for knapsack problems: an industry-relevant study—0
t-Testing the Waters: Empirically Validating Assumptions for Reliable A/B-Testing—0
Automating a Complete Software Test Process Using LLMs: An Automotive Case Study—0
Combining Clusters for the Approximate Randomization Test—0
First-ish Order Methods: Hessian-aware Scalings of Gradient Descent—0
Efficient Randomized Experiments Using Foundation ModelsCode0
Change Point Detection in the Frequency Domain with Statistical Reliability—0
SymmCD: Symmetry-Preserving Crystal Generation with Diffusion ModelsCode1
FAB-PPI: Frequentist, Assisted by Bayes, Prediction-Powered Inference—0
Variance-Adjusted Cosine Distance as Similarity Metric—0
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