Saved in:
| Main Authors: | Jin, Yifei, Zheng, Xin, Guo, Lei |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | https://arxiv.org/abs/2505.14011 |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Momentum LMS Theory beyond Stationarity: Stability, Tracking, and Regret
by: Jin, Yifei, et al.
Published: (2026)
by: Jin, Yifei, et al.
Published: (2026)
Survival Kernets: Scalable and Interpretable Deep Kernel Survival Analysis with an Accuracy Guarantee
by: Chen, George H.
Published: (2022)
by: Chen, George H.
Published: (2022)
AdaptiveK: Complexity-Driven Sparse Autoencoders for Interpretable Language Model Representations
by: Yao, Yifei, et al.
Published: (2025)
by: Yao, Yifei, et al.
Published: (2025)
Coverage-Guaranteed Prediction Sets for Out-of-Distribution Data
by: Zou, Xin, et al.
Published: (2024)
by: Zou, Xin, et al.
Published: (2024)
Self-Adaptive Reconstruction with Contrastive Learning for Unsupervised Sentence Embeddings
by: Liu, Junlong, et al.
Published: (2024)
by: Liu, Junlong, et al.
Published: (2024)
Computational Sentence-level Metrics Predicting Human Sentence Comprehension
by: Sun, Kun, et al.
Published: (2024)
by: Sun, Kun, et al.
Published: (2024)
Adaptive Prediction-Powered AutoEval with Reliability and Efficiency Guarantees
by: Park, Sangwoo, et al.
Published: (2025)
by: Park, Sangwoo, et al.
Published: (2025)
Guaranteed Multidimensional Time Series Prediction via Deterministic Tensor Completion Theory
by: Shu, Hao, et al.
Published: (2025)
by: Shu, Hao, et al.
Published: (2025)
Proactive Routing to Interpretable Surrogates with Distribution-Free Safety Guarantees
by: Uddin, Iqtedar, et al.
Published: (2026)
by: Uddin, Iqtedar, et al.
Published: (2026)
Bridging the Compression-Precision Paradox: A Hybrid Architecture for Clinical EEG Report Generation with Guaranteed Measurement Accuracy
by: Zhang, Wuyang, et al.
Published: (2026)
by: Zhang, Wuyang, et al.
Published: (2026)
Can Interpretability Layouts Influence Human Perception of Offensive Sentences?
by: Santos, Thiago Freitas dos, et al.
Published: (2024)
by: Santos, Thiago Freitas dos, et al.
Published: (2024)
Understanding the Statistical Accuracy-Communication Trade-off in Personalized Federated Learning with Minimax Guarantees
by: Yu, Xin, et al.
Published: (2024)
by: Yu, Xin, et al.
Published: (2024)
Physics-Inspired Binary Neural Networks: Interpretable Compression with Theoretical Guarantees
by: Eamaz, Arian, et al.
Published: (2025)
by: Eamaz, Arian, et al.
Published: (2025)
Adaptive Initial Residual Connections for GNNs with Theoretical Guarantees
by: Shirzadi, Mohammad, et al.
Published: (2025)
by: Shirzadi, Mohammad, et al.
Published: (2025)
Cooperative Backdoor Attack in Decentralized Reinforcement Learning with Theoretical Guarantee
by: Gao, Mengtong, et al.
Published: (2024)
by: Gao, Mengtong, et al.
Published: (2024)
Policy Trees for Prediction: Interpretable and Adaptive Model Selection for Machine Learning
by: Bertsimas, Dimitris, et al.
Published: (2024)
by: Bertsimas, Dimitris, et al.
Published: (2024)
GenePheno: Interpretable Gene Knockout-Induced Phenotype Abnormality Prediction from Gene Sequences
by: Yan, Jingquan, et al.
Published: (2025)
by: Yan, Jingquan, et al.
Published: (2025)
Smoothing-Based Conformal Prediction for Balancing Efficiency and Interpretability
by: Zheng, Mingyi, et al.
Published: (2025)
by: Zheng, Mingyi, et al.
Published: (2025)
Coverage-Guaranteed Speech Emotion Recognition via Calibrated Uncertainty-Adaptive Prediction Sets
by: Jia, Zijun, et al.
Published: (2025)
by: Jia, Zijun, et al.
Published: (2025)
Beyond Interpretability: The Gains of Feature Monosemanticity on Model Robustness
by: Zhang, Qi, et al.
Published: (2024)
by: Zhang, Qi, et al.
Published: (2024)
Formal Mechanistic Interpretability: Automated Circuit Discovery with Provable Guarantees
by: Hadad, Itamar, et al.
Published: (2026)
by: Hadad, Itamar, et al.
Published: (2026)
Conformal Prediction for Indoor Positioning with Correctness Coverage Guarantees
by: Zhou, Zhiyi, et al.
Published: (2025)
by: Zhou, Zhiyi, et al.
Published: (2025)
Distributional Offline Policy Evaluation with Predictive Error Guarantees
by: Wu, Runzhe, et al.
Published: (2023)
by: Wu, Runzhe, et al.
Published: (2023)
Guaranteed Coverage Prediction Intervals with Gaussian Process Regression
by: Papadopoulos, Harris
Published: (2023)
by: Papadopoulos, Harris
Published: (2023)
Predictive Accuracy versus Interpretability in Energy Markets: A Copula-Enhanced TVP-SVAR Analysis
by: Pokou, Fredy, et al.
Published: (2026)
by: Pokou, Fredy, et al.
Published: (2026)
KACDP: A Highly Interpretable Credit Default Prediction Model
by: Liu, Kun, et al.
Published: (2024)
by: Liu, Kun, et al.
Published: (2024)
Tackling the Accuracy-Interpretability Trade-off in a Hierarchy of Machine Learning Models for the Prediction of Extreme Heatwaves
by: Lovo, Alessandro, et al.
Published: (2024)
by: Lovo, Alessandro, et al.
Published: (2024)
Ligandformer: A Graph Neural Network for Predicting Compound Property with Robust Interpretation
by: Guo, Jinjiang, et al.
Published: (2022)
by: Guo, Jinjiang, et al.
Published: (2022)
Weak-to-Strong Generalization beyond Accuracy: a Pilot Study in Safety, Toxicity, and Legal Reasoning
by: Ye, Ruimeng, et al.
Published: (2024)
by: Ye, Ruimeng, et al.
Published: (2024)
AdaDetectGPT: Adaptive Detection of LLM-Generated Text with Statistical Guarantees
by: Zhou, Hongyi, et al.
Published: (2025)
by: Zhou, Hongyi, et al.
Published: (2025)
Interpretability Guarantees with Merlin-Arthur Classifiers
by: Wäldchen, Stephan, et al.
Published: (2022)
by: Wäldchen, Stephan, et al.
Published: (2022)
GRAM: An Interpretable Approach for Graph Anomaly Detection using Gradient Attention Maps
by: Yang, Yifei, et al.
Published: (2023)
by: Yang, Yifei, et al.
Published: (2023)
Stronger Neyman Regret Guarantees for Adaptive Experimental Design
by: Noarov, Georgy, et al.
Published: (2025)
by: Noarov, Georgy, et al.
Published: (2025)
Interpretable Dual-Stream Learning for Local Wind Hazard Prediction in Vulnerable Communities
by: Nishu, Mahmuda Akhter, et al.
Published: (2025)
by: Nishu, Mahmuda Akhter, et al.
Published: (2025)
Prediction-Powered Communication with Distortion Guarantees
by: Zecchin, Matteo, et al.
Published: (2025)
by: Zecchin, Matteo, et al.
Published: (2025)
Interpreting Inflammation Prediction Model via Tag-based Cohort Explanation
by: Meng, Fanyu, et al.
Published: (2024)
by: Meng, Fanyu, et al.
Published: (2024)
Interpretable Neural Approximation of Stochastic Reaction Dynamics with Guaranteed Reliability
by: Badolle, Quentin, et al.
Published: (2025)
by: Badolle, Quentin, et al.
Published: (2025)
CICADA: Cross-Domain Interpretable Coding for Anomaly Detection and Adaptation in Multivariate Time Series
by: Lan, Tian, et al.
Published: (2025)
by: Lan, Tian, et al.
Published: (2025)
Robust Generalizable Heterogeneous Legal Link Prediction
by: Wendlinger, Lorenz, et al.
Published: (2026)
by: Wendlinger, Lorenz, et al.
Published: (2026)
Stable GFlowNets with Probabilistic Guarantees
by: Lei, Zengxiang, et al.
Published: (2026)
by: Lei, Zengxiang, et al.
Published: (2026)
Similar Items
-
Momentum LMS Theory beyond Stationarity: Stability, Tracking, and Regret
by: Jin, Yifei, et al.
Published: (2026) -
Survival Kernets: Scalable and Interpretable Deep Kernel Survival Analysis with an Accuracy Guarantee
by: Chen, George H.
Published: (2022) -
AdaptiveK: Complexity-Driven Sparse Autoencoders for Interpretable Language Model Representations
by: Yao, Yifei, et al.
Published: (2025) -
Coverage-Guaranteed Prediction Sets for Out-of-Distribution Data
by: Zou, Xin, et al.
Published: (2024) -
Self-Adaptive Reconstruction with Contrastive Learning for Unsupervised Sentence Embeddings
by: Liu, Junlong, et al.
Published: (2024)