Indistinguishability

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

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  1. Exact Distinguishability in Non-Markovian Decision Processes

    Oct 1, 2026Kabir Murjani, Nisarg PatelMarkov Decision ProcessesIndistinguishability

    Nirma University Ahmedabad, India · Google Mountain View, CA

  2. Distinguish or Homogenize: Last-Chance Policy Identification and Risk-Budgeted Recovery under Irreversible Resource Depletion

    Sep 29, 2026Yibo Guo, Xiaodan WangIndistinguishability

    School of Computer and Artificial Intelligence, Zhengzhou University, Henan Zhengzhou 450001, China

  3. Addressing Spatial Indistinguishability in Spatiotemporal Prediction via Optimal Transport-Guided Masking

    Sep 28, 2026Guangyu Wang, Jiawei TongSpatiotemporal PredictionSpatio-Temporal Correlations

    Data Science and Artificial Intelligence, Dongbei University of Finance and Economics, Dalian, Liaoning, China · Institute of Systems, Molecular & Integrative Biology, University of Liverpool, Liverpool, United Kingdom

  4. FinalityBench: An Effect-Level Benchmark for Agent Decisions Under Delayed and Conflicting Financial Finality

    Sep 7, 2026Abhishek SharmaMemoryagentbenchDecisions

  5. Privacy, Robustness, and Fairness Trade-offs in Federated Intrusion Detection: Geometric Indistinguishability at the Aggregation Interface

    Sep 3, 2026Adrita Rahman Tory, ABM Shawkat Ali, Md Abu Layek +1Federated LearningIntrusion Detection

    Bangladesh University of Business and Technology (BUBT), Mirpur-2, Dhaka-1216, Bangladesh · Jagannath University, Dhaka, Bangladesh · University of New South Wales (UNSW), ACT 2601, Australia

  6. Tracing distinguishability through transformer processing with stochastic LayerNorm

    Aug 31, 2026Kieran MurphyTransformer ArchitecturesBatch Normalization

    New Jersey Institute of Technology

  7. Characterizing Human-Likeness in AI Generated Poetry: A Zero-shot Classification Study

    Jul 28, 2026A. N. Biswas, T. Tabassum, A. A. Shohid +4PoetryGenerative Artificial Intelligence

    Department of Computer Science and Engineering BRAC University

  8. Beyond Unfolding: 60x Faster One-Stage Unmixing for Closely-Spaced Infrared Small Targets

    Jul 17, 2026Ximeng Zhai, Zheng Wang, Yaohong Chen +3Infrared Small Target DetectionFeature Pyramid

    Xi’an Institute of Optics and Precision Mechanics, Chinese Academy of Sciences, Xi’an 710119, China · University of Chinese Academy of Sciences, Beijing 100049, China · Beijing Institute of Astronautical Systems Engineering, Beijing 100094, China +2

  9. Testing Distributions Against Bounded Distinguishers

    Jul 17, 2026Mark Bun, Rathin Desai, Renato Ferreira PintoIndistinguishabilityTwo-Sample Testing

    Boston University · Columbia University

  10. Statistically Indistinguishable, Operationally Distinct: A Formal Barrier for Tabular Foundation Models

    Jun 27, 2026Tassilo Klein, Johannes HoffartTabular Foundation ModelsCounter Turing Test

    SAP SE

  11. Geometric Measurements of the Axiom of Choice in Neural Proof Embeddings

    Jun 26, 2026Rodrigo Mendoza-SmithProofAxiom

    Independent Researcher.

  12. What Do Deepfake Benchmarks Measure? An Audit Using Frozen Self-Supervised Representations

    Jun 24, 2026Samuel Pagon, Yixuan Shen, Vishal Asnani +1Deepfake DetectionDigital Forensics

    Department of Computer Science, Drexel University · Adobe Research

  13. Difference-Making without Making a Difference

    Jun 23, 2026Sander BeckersIndistinguishability

    University College London

  14. Predictability as a Fine-Grained Measure for Privacy

    Jun 18, 2026Linda Lu, Karthik SridharanPrivacyPredictability

    Cornell University

  15. Structural Distinguishability of Static and Adaptive Policy Regimes in Agent-Based Regulatory Simulation

    Jun 15, 2026Roberto GarroneAgent-Based ModelRegulation

    Open University of Cyprus, Nicosia

  16. Sensor-Conditioned Representation Learning via Scene-Relevant Observation Quotients

    Jun 15, 2026Yan Jiao, Pin-Han Ho, Limei PengRepresentation LearningReconstruction Fidelity

    Shenzhen Institute for Advanced Study, University of Electronic Science and Technology of China, Shenzhen, China · Department of Electrical and Computer Engineering, University of Waterloo, Waterloo, Canada · School of Computer Science and Engineering, Kyungpook National University, Daegu, South Korea

  17. Proprioceptive-visual correspondence enables self-other distinction in humanoid robots

    Jun 11, 2026Yurun Chen, Tianyuan Gao, Yizhong Ge +5Robot SystemsProprioception

    Eastern Institute of Technology, Ningbo · Peking University · Carnegie Mellon University +3

  18. Bounded Behavioral Indistinguishability for Black-Box LLM Distillation

    May 28, 2026Munawar HasanDataset DistillationBehavioral Divergence

    Michigan Technological University, Houghton, MI, USA

  19. On the Detection of Commutative Factors in Factor Graphs: Necessary and Sufficient Conditions

    May 26, 2026Malte Luttermann, Ralf Möller, Marcel GehrkeFactor GraphsProbabilistic Graphical Models

    Institute for Humanities-Centered Artificial Intelligence, University of Hamburg, Germany

  20. Generalizing the Turing Test to Interactive Agents

    May 11, 2026Daniel Mitropolsky, Riccardo Neumarker, Emanuele Rimoldi +2Counter Turing TestIntelligence

    MIT · ETH Zurich · EPFL

  21. Privacy Without Losing Place: A Paradigm for Private Retrieval in Spatial RAGs

    May 6, 2026Kennedy Edemacu, Mohammad Mahdi Shokri, Vinay M. Shashidhar +1PrivacyIndistinguishability

    The City University of New York, College of Staten Island and Graduate Center · The City University of New York, Graduate Center · Northern Michigan University +1

  22. A Quantitative Confirmation of the Currier Language Distinction

    Apr 28, 2026Christophe PariselSubstituteHistorical Manuscripts

  23. Beyond Indistinguishability: Measuring Extraction Risk in LLM APIs

    Apr 20, 2026Ruixuan Liu, David Evans, Li XiongExtractionIndistinguishability

    Emory University · University of Virginia

  24. Spectral Kernel Dynamics for Planetary Surface Graphs: Distinction Dynamics and Topological Conservation

    Apr 17, 2026Jnaneshwar DasTopologyRosetta

    School of Earth and Space Exploration, Arizona State University

  25. Phase Transitions as the Breakdown of Statistical Indistinguishability

    Apr 17, 2026Taiyo Narita, Hideyuki MiyaharaPhase TransitionsSpatial Photonic Ising Machines

    Graduate School of Information Science and Technology, Hokkaido University, Sapporo, Hokkaido 060-0814, Japan

  26. Relatively Smart: A New Approach for Instance-Optimal Learning

    Mar 2, 2026Shaddin Dughmi, Alireza F. PourSemi-Supervised LearningOptimal Learner

    University of Southern California · University of Waterloo

  27. Together, Then Apart: Balancing Alignment and Distinctiveness for Multimodal Survival Analysis

    Nov 22, 2025Wenjing Liu, Qin Ren, Wen Zhang +2Multimodal AlignmentSurvival Predictions

    Stony Brook University, Stony Brook, NY, USA · Johns Hopkins University, Baltimore, MD, USA · Brookhaven National Laboratory, Upton, NY, USA

  28. Adaptive and oblivious statistical adversaries are equivalent

    Oct 17, 2024Guy Blanc, Gregory ValiantBounded AdversaryOptimal Sample Complexity

    Stanford