Cold-Start

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2 papers in the last four weeks, against 1 the four weeks before. 0.0% of all new papers.

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  1. Thin-shell stability of Gaussian cooling: logconcave sampling with sesteric complexity from a cold start

    Sep 14, 2026Yunbum Kook, Santosh S. VempalaLog-Concave DistributionsOptimal Sample Complexity

    University of Michigan · Georgia Tech

  2. ThinkPrior: Zero-Rollout Difficulty Priors for Cold-Start Prompt Selection in RLVR

    Sep 8, 2026Tommy Sha, Skylar Zhai, Siqi ZhaoReinforcement Learning With Verifiable RewardCold-Start

    1Stony Brook University · University of Minnesota Twin Cities

  3. CRAFT: Fine-Tuning Pre-hoc Explainability in AI-native 6G RAN

    Sep 1, 2026Pranshav Gajjar, Vijay K ShahOpen Radio Access NetworksMobile Networks

    NextG Wireless Lab NCSU Raleigh USA

  4. One Knob to Rule Them All: A Unified Optimal Transport View of Cold-Start Active Learning

    Aug 4, 2026Ning Zhu, Xiaochuan Ma, Juntao Xu +4Pool-Based Active LearningCold-Start

    Glasgow College, University of Electronic Science and Technology of China · School of Mechanical and Electrical Engineering, University of Electronic Science and Technology of China · School of Mathematical Sciences, University of Electronic Science and Technology of China

  5. Windowed thinning and query complexity for the bouncy particle and Zigzag samplers

    Jul 30, 2026Jianfeng Lu, Yinchen LuoMarkovian SamplingCenter

  6. Kairos: Numerically Robust News Recommendation under Item Cold-Start via Cholesky-based LinUCB

    Jul 29, 2026Finn HertschCold-StartPersonalization

    DHBW Ravensburg, School of Business, Data Science and AI, Marienplatz 2, 88212 Ravensburg, Germany

  7. Bridging the Information Gap: Semantic Densification and Hindsight Distillation for Cold-Start Prediction

    Jul 19, 2026Hao Duong Le, Yifei Gao, Huan Li +4Cold-StartDataset Distillation

    Tsinghua University Beijing, China · Meituan Beijing, China

  8. MKGR: Multimodal Knowledge-Graph Representation Learning for Cold-Start Protein-Protein Interaction Prediction

    Jul 2, 2026Wenbo ZhangBiomedical Knowledge GraphKnowledge Graph Embeddings

    College of Computer and Information Science, Southwest University, Chongqing, Chongqing, China

  9. The Rollout Infrastructure Tax in Coding-Agent Reinforcement Learning

    Jul 1, 2026Daniel Thi Graviet, Lovre Pesut, Ivan Dagelic +2Coding AgentsRollout

    Daytona United States

  10. Why Solve It Twice? Hierarchical Accumulation of Skills for Transfer-Efficient ML Engineering

    Jun 29, 2026Yongbin Kim, Yashar Talebirad, Osmar R. ZaianeMle-Bench LiteSkills

    Department of Computing Science, University of Alberta, Edmonton, Canada · Alberta Machine Intelligence Institute (Amii), Edmonton, Canada

  11. Diagnosing and Mitigating Retrieval Bottlenecks in LLM-Based Cold-Start Recommendation

    Jun 29, 2026Zhe Dong, Fang Qin, Manish Shah +1RerankingCold-Start

    University of Maine at Presque Isle · Stanford University · 2Stanford University +2

  12. Data-Free Reservoir Features for Efficient Long-Horizon Cold-Start Continual Learning

    Jun 25, 2026Augustinas Jučas, Yangchen PanClass-Incremental LearningReplay-Based Continual Learning

    Department of Computer Science University of Oxford · Department of Engineering Sciences University of Oxford

  13. Denoising Implicit Feedback for Cold-start Recommendation

    Jun 17, 2026Gaode Chen, Shicheng Wang, Shikun Li +8Cold-StartNoisy Labels

    Kuaishou Technology Beijing, China · Hong Kong Baptist University Hong Kong, China · Institute of Information Engineering, Chinese Academy of Sciences Beijing, China

  14. VCG: A Multimodal Retrieval Framework for E-Commerce Video Feeds under Extreme Cold-Start Conditions

    Jun 17, 2026Katya Mirylenka, Egor Malykh, Mahdyar Ravanbakhsh +10Multimodal RetrievalCold-Start

    TU Wien, Vienna, Austria · Zalando Switzerland AG, Zurich, Switzerland · Zalando SE, Berlin, Germany

  15. RAID: Semantic Graph Diffusion for True Cold-Start and Cross-Lingual Forecasting

    Jun 15, 2026Arunkumar V, Manoranjan Gandhudi, Gangadharan G. R. +2Wireless Foundation ModelsLatent Prediction

    University College of Engineering, Anna University Tiruchirappalli, Tamil Nadu, India · Central University of Karnataka, India · National Institute of Technology Tiruchirappalli, India +1

  16. The Long Tail, Not the Front Page: Cold-Start Prediction of Crowd Highlight Salience

    Jun 10, 2026Kazuki Nakayashiki, Keisuke WatanabeGaussian SalienceMultiple Centrality Measures

    Glasp Inc.

  17. Declarative Outcome-Conformant Synthesis: Exact, Closed-Form Specification Satisfaction and a Conformance Benchmark

    Jun 7, 2026Muhammed RasinSynthetic Tabular DataSynthesis

    Independent Researcher

  18. Time series Foundation Models based on Physics-Informed Synthetic Histories for Cold-Start Photovoltaic Forecasting

    Jun 5, 2026Lorenzo Longarini, Alessandro Rongoni, Simone Silenzi +2Energy ForecastingTime Series Foundation Models

    Sistemi 2000 srl, Civitanova Marche, Italy · Department of Engineering ”Enzo Ferrari”, University of Modena and Reggio Emilia, Modena, Italy · Department of Political Sciences, Communication and International Relations, University of Macerata, Macerata, Italy

  19. Breaking the Ice: Analyzing Cold Start Latency in vLLM

    Jun 5, 2026Huzaifa Shaaban Kabakibo, Animesh Trivedi, Lin WangLLM Inference OptimizationLarge Language Models(Llms

    Paderborn University, Paderborn, Germany · IBM Research Europe, Zurich, Switzerland

  20. Bridging the Semantic-Collaborative Gap: An Asymmetric Graph Architecture for Cold-Start Item Recommendation

    Jun 4, 2026Anh Truong, John Trenkle, Yuanbo Chen +4Recommendation QualityKnowledge Graph Completion

    Tubi San Francisco, USA · Kumo AI San Francisco, USA

  21. Representation Curriculum: Stagewise Training for Robust Ranking and Allocation

    Jun 3, 2026Ehsan Ebrahimzadeh, Sina Baharlouei, Abraham BagherjeiranRankingCurriculum

    eBay Search Ranking and Monetization San Jose, California, USA

  22. UME: A Unified Meta-Generalization Framework for Cross-Domain ETA

    May 31, 2026Duo Wang, Qiong Wu, Jianguo Wu +9Meta-LearningUnified Framework

    Peking University · Meituan

  23. Human-in-the-Loop Contextual Bandits for Short-Term Rental Dynamic Pricing: Structural Equivalence of Historical Warm-Up and Approval-Gated Live Learning

    May 22, 2026Oleg MiroshnichenkoDynamic PricingContextual Bandit Framework

  24. FlyRoute: Self-Evolving Agent Profiling via Data Flywheel for Adaptive Task Routing

    May 21, 2026Rongjun Li, Ziyu Zhou, Yihang WuSelf-Evolving AgentsProfiling

    IT Innovation and Research Center, Huawei Technologies · h-partners

  25. FedCoE: Bridging Generalization and Personalization via Federated Coordinated Dual-level MoEs

    May 20, 2026Penglin Dai, Fulian Li, Xincao Xu +3Federated LearningFedavg

    School of Computing and Artificial Intelligence, Southwest Jiaotong University, Chengdu 611756, China · Shenzhen Institute for Advanced Study, University of Electronic Science and Technology of China, Shenzhen 518110, China · School of Computer Science and Engineering, Northeastern University, Shenyang 110819, China

  26. ADAPT: A Self-Calibrating Proactive Autoscaler for Container Orchestration

    May 15, 2026Himanshu Singh BaghelRate ScalingPost-Deployment Adaptation

    Department of Computer Engineering [J.C. Bose University of Science and Technology] Faridabad, India

  27. Language-Induced Priors for Domain Adaptation

    May 14, 2026Qiyuan Chen, Jiayu Zhou, Raed Al KontarDomain AdaptationTextual Priors

    Industrial and Operations Engineering University of Michigan Ann Arbor, MI 48109 · School of Information University of Michigan Ann Arbor, MI 48109

  28. How Fast Should a Model Commit to Supervision? Training Reasoning Models on the Tsallis Loss Continuum

    Apr 28, 2026Chu-Cheng Lin, Eugene IeSupervised FinetuningLogit Lens

    Google

  29. Waking Up Blind: Cold-Start Optimization of Supervision-Free Agentic Trajectories for Grounded Visual Perception

    Apr 19, 2026Ashutosh Bajpai, Tamal Majumder, Akshay Nambi +1Weak Visual GroundingMultimodal Agents

    Indian Institute of Technology Delhi, India · Microsoft Research, India · Indian Institute of Technology Abu Dhabi, UAE

  30. IDProxy: CTR Prediction with Multimodal LLMs for Cold-Start Recommendation at Xiaohongshu

    Mar 2, 2026Yubin Zhang, Haiming Xu, Guillaume Salha-Galvan +6Click-Through Rate PredictionCold-Start

    Xiaohongshu Inc. Shanghai, China · Shanghai Jiao Tong University Shanghai, China · Fudan University Shanghai, China

  31. EFC++: Elastic Feature Consolidation with Prototype Re-balancing for Cold Start Exemplar-free Incremental Learning

    Mar 13, 2025Simone Magistri, Tomaso Trinci, Albin Soutif-Cormerais +2Class-Incremental LearningLearnable Prototypes

    Media Integration and Communication Center (MICC), University of Florence, Italy · Global Optimization Laboratory, University of Florence, Italy · LAMP Team, Computer Vision Center, Barcelona, Spain +1

  32. Catalogue Photography as a Cold Start: Toward Deployable Rotary Milling Tool Recognition

    Date pendingAbilash Philip Madavath, Chandra Yuvesh Aubeeluck, Augustin Raju +3Computer VisionCold-Start

    TH Köln – University of Applied Sciences, Cologne, Germany