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575,626 papers

DiffER: Categorical Diffusion for Chemical Retrosynthesis

Sean Current, Ziqi Chen, Daniel Adu-Ampratwum, Xia Ning, Srinivasan Parthasarathy et al.

2025-05-29Retrosynthesis
PaperCode
COBRA: Contextual Bandit Algorithm for Ensuring Truthful Strategic Agents

Arun Verma, Indrajit Saha, Makoto Yokoo, Bryan Kian Hsiang Low

2025-05-29Multi-Armed Bandits
Paper
TiRex: Zero-Shot Forecasting Across Long and Short Horizons with Enhanced In-Context Learning

Andreas Auer, Patrick Podest, Daniel Klotz, Sebastian Böck, Günter Klambauer et al.

2025-05-29Time Series ForecastingTime Series
PaperCode
DiCoFlex: Model-agnostic diverse counterfactuals with flexible control

Oleksii Furman, Ulvi Movsum-zada, Patryk Marszalek, Maciej Zięba, Marek Śmieja et al.

2025-05-29Decision MakingExplainable Artificial Intelligence (XAI)Explainable artificial intelligence
Paper
Learning Compositional Functions with Transformers from Easy-to-Hard Data

Zixuan Wang, Eshaan Nichani, Alberto Bietti, Alex Damian, Daniel Hsu et al.

2025-05-29
Paper
Understanding Mode Connectivity via Parameter Space Symmetry

Bo Zhao, Nima Dehmamy, Robin Walters, Rose Yu

2025-05-29
Paper
Bayesian Optimization from Human Feedback: Near-Optimal Regret Bounds

Aya Kayal, Sattar Vakili, Laura Toni, Da-Shan Shiu, Alberto Bernacchia et al.

2025-05-29Bayesian Optimization
Paper
How does Transformer Learn Implicit Reasoning?

Jiaran Ye, Zijun Yao, Zhidian Huang, Liangming Pan, Jinxin Liu et al.

2025-05-29ClusteringDiagnosticMemorization
PaperCode
Continuous Chain of Thought Enables Parallel Exploration and Reasoning

Halil Alperen Gozeten, M. Emrullah Ildiz, Xuechen Zhang, Hrayr Harutyunyan, Ankit Singh Rawat et al.

2025-05-29Logical Reasoning
Paper
Prompting Whisper for Improved Verbatim Transcription and End-to-end Miscue Detection

Griffin Dietz Smith, Dianna Yee, Jennifer King Chen, Leah Findlater

2025-05-29Speech RecognitionAutomatic Speech RecognitionAutomatic Speech Recognition (ASR)+1
Paper
Learning Interpretable Differentiable Logic Networks for Tabular Regression

Chang Yue, Niraj K. Jha

2025-05-29regressiontabular-regressiontabular-classification
Paper
Inference-time Scaling of Diffusion Models through Classical Search

Xiangcheng Zhang, Haowei Lin, Haotian Ye, James Zou, Jianzhu Ma et al.

2025-05-29NavigateImage Generation
Paper
Data Model Design for Explainable Machine Learning-based Electricity Applications

Carolina Fortuna, Gregor Cerar, Blaz Bertalanic, Andrej Campa, Mihael Mohorcic et al.

2025-05-29Interpretable Machine LearningFeature Importance
Paper
Position: Federated Foundation Language Model Post-Training Should Focus on Open-Source Models

Nikita Agrawal, Simon Mertel, Ruben Mayer

2025-05-29Federated LearningPrivacy PreservingLanguage Modelling
Paper
On-Policy RL with Optimal Reward Baseline

Yaru Hao, Li Dong, Xun Wu, Shaohan Huang, Zewen Chi et al.

2025-05-29Mathematical ReasoningReinforcement LearningLarge Language Model+1
PaperCode
Improving Time Series Forecasting via Instance-aware Post-hoc Revision

Zhiding Liu, Mingyue Cheng, Guanhao Zhao, Jiqian Yang, Qi Liu et al.

2025-05-29Time Series ForecastingTime Series
Paper
BioReason: Incentivizing Multimodal Biological Reasoning within a DNA-LLM Model

Adibvafa Fallahpour, Andrew Magnuson, Purav Gupta, Shihao Ma, Jack Naimer et al.

2025-05-29Large Language Model
PaperCode
Maximum Likelihood Learning of Latent Dynamics Without Reconstruction

Samo Hromadka, Kai Biegun, Lior Fox, James Heald, Maneesh Sahani et al.

2025-05-29Scheduling
Paper
Segment Policy Optimization: Effective Segment-Level Credit Assignment in RL for Large Language Models

Yiran Guo, Lijie Xu, Jie Liu, Dan Ye, Shuang Qiu et al.

2025-05-29Reinforcement LearningGSM8K4k+1
PaperCode
Adaptive Federated LoRA in Heterogeneous Wireless Networks with Independent Sampling

Yanzhao Hou, Jiaxiang Geng, Boyu Li, Xiaofeng Tao, Juncheng Wang et al.

2025-05-29
Paper
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