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Mihaela van der Schaar

Identifiers

  • name variant Mihaela van der Schaar 0.60 · backfill

Papers (152)

  1. $\text{DT}^2$: Decision-Targeted Digital Twins cs.LG · 2026 · author #2
  2. OncoSynth: Synthetic data generation for treatment effect estimation in oncology cs.LG · 2026 · author #8
  3. Recursive Scaling in Masked Diffusion Models cs.LG · 2026 · author #4
  4. Step-by-Step Optimization-like Reasoning in LLMs over Expanding Search Spaces cs.AI · 2026 · author #3
  5. Fast Generalization after Interpolation via Critically Damped Momentum Optimization cs.LG · 2026 · author #4 as printed: Mihaela Van der Schaar
  6. CellBRIDGE: Learning Cellular Trajectories via Interaction-Aware Alignment cs.LG · 2026 · author #7
  7. Active Timepoint Selection for Learning Measure-Valued Trajectories cs.LG · 2026 · author #2
  8. Influence-Guided Symbolic Regression: Scientific Discovery via LLM-Driven Equation Search with Granular Feedback cs.LG · 2026 · author #6
  9. Discovery of Hidden Miscalibration Regimes cs.LG · 2026 · author #2
  10. CauSim: Scaling Causal Reasoning with Increasingly Complex Causal Simulators cs.AI · 2026 · author #3
  11. Skill Neologisms: Towards Skill-based Continual Learning cs.LG · 2026 · author #3
  12. TimeTok: Granularity-Controllable Time-Series Generation via Hierarchical Tokenization cs.AI · 2026 · author #4
  13. Interpretable DNA Sequence Classification via Dynamic Feature Generation in Decision Trees cs.LG · 2026 · author #5
  14. A Decision-Theoretic Formalisation of Steganography With Applications to LLM Monitoring cs.AI · 2026 · author #8
  15. Knowledge-Informed Kernel State Reconstruction from Heterogeneous Partial Observations cs.LG · 2026 · author #5
  16. Automatic Construction of Clinical Scoring Systems with LLM Agents cs.LG · 2026 · author #3
  17. Nonparametric LLM Evaluation from Preference Data cs.LG · 2026 · author #3
  18. When AI Agents Compete for Jobs: Strategic Capabilities and Economic Dynamics of AI Labour Markets cs.MA · 2025 · author #3
  19. Learning Reasoning Rewards from Expert Demonstrations with Inverse Reinforcement Learning cs.AI · 2025 · author #3
  20. Fact-Augmented Lookahead Planning for LLM Agents cs.LG · 2025 · author #4
  21. Position: The ML Community Must Build an AI-Augmented Peer-Review Ecosystem cs.AI · 2025 · author #5
  22. Preference Learning for AI Alignment: a Causal Perspective cs.AI · 2025 · author #2
  23. ASAC: Active Sensing using Actor-Critic models cs.LG · 2019 · author #3
  24. Lifelong Bayesian Optimization stat.ML · 2019 · author #4
  25. Machine Learning in the Air cs.IT · 2019 · author #6
  26. What is Interpretable? Using Machine Learning to Design Interpretable Decision-Support Systems cs.LG · 2018 · author #3
  27. MATCH-Net: Dynamic Prediction in Survival Analysis using Convolutional Neural Networks cs.LG · 2018 · author #3
  28. Feature Selection for Survival Analysis with Competing Risks using Deep Learning cs.LG · 2018 · author #3
  29. Estimation of Individual Treatment Effect in Latent Confounder Models via Adversarial Learning cs.LG · 2018 · author #3
  30. Risk-Stratify: Confident Stratification Of Patients Based On Risk cs.LG · 2018 · author #2
  31. MAMMO: A Deep Learning Solution for Facilitating Radiologist-Machine Collaboration in Breast Cancer Diagnosis cs.CV · 2018 · author #3
  32. Forecasting Individualized Disease Trajectories using Interpretable Deep Learning cs.LG · 2018 · author #2
  33. Adaptive Clinical Trials: Exploiting Sequential Patient Recruitment and Allocation stat.ML · 2018 · author #3
  34. Siamese Survival Analysis with Competing Risks cs.LG · 2018 · author #3
  35. Forecasting Disease Trajectories in Alzheimer's Disease Using Deep Learning stat.ML · 2018 · author #2
  36. Measuring the quality of Synthetic data for use in competitions cs.LG · 2018 · author #3
  37. GAIN: Missing Data Imputation using Generative Adversarial Nets cs.LG · 2018 · author #3
  38. AutoPrognosis: Automated Clinical Prognostic Modeling via Bayesian Optimization with Structured Kernel Learning cs.LG · 2018 · author #2
  39. RadialGAN: Leveraging multiple datasets to improve target-specific predictive models using Generative Adversarial Networks cs.LG · 2018 · author #3
  40. Bayesian Nonparametric Causal Inference: Information Rates and Learning Algorithms stat.ME · 2017 · author #2
  41. Estimating Missing Data in Temporal Data Streams Using Multi-directional Recurrent Neural Networks cs.LG · 2017 · author #3
  42. Deep Counterfactual Networks with Propensity-Dropout cs.LG · 2017 · author #3
  43. ToPs: Ensemble Learning with Trees of Predictors cs.CV · 2017 · author #3
  44. Individualized Risk Prognosis for Critical Care Patients: A Multi-task Gaussian Process Model cs.LG · 2017 · author #4
  45. Learning from Clinical Judgments: Semi-Markov-Modulated Marked Hawkes Processes for Risk Prognosis cs.LG · 2017 · author #3
  46. Context-Aware Hierarchical Online Learning for Performance Maximization in Mobile Crowdsourcing cs.LG · 2017 · author #3
  47. Bayesian Inference of Individualized Treatment Effects using Multi-task Gaussian Processes cs.LG · 2017 · author #2
  48. Constructing Effective Personalized Policies Using Counterfactual Inference from Biased Data Sets with Many Features stat.ML · 2016 · author #4
  49. A Hidden Absorbing Semi-Markov Model for Informatively Censored Temporal Data: Learning and Inference cs.AI · 2016 · author #2
  50. A Semi-Markov Switching Linear Gaussian Model for Censored Physiological Data cs.LG · 2016 · author #4
  51. Personalized Donor-Recipient Matching for Organ Transplantation cs.LG · 2016 · author #4
  52. Personalized Risk Scoring for Critical Care Prognosis using Mixtures of Gaussian Processes cs.AI · 2016 · author #4
  53. Balancing Suspense and Surprise: Timely Decision Making with Endogenous Information Acquisition cs.AI · 2016 · author #2
  54. A Non-stochastic Learning Approach to Energy Efficient Mobility Management cs.NI · 2016 · author #3
  55. Distributed Learning for Stochastic Generalized Nash Equilibrium Problems cs.GT · 2016 · author #2
  56. Context-Aware Proactive Content Caching with Service Differentiation in Wireless Networks cs.NI · 2016 · author #3
  57. Personalized Risk Scoring for Critical Care Patients using Mixtures of Gaussian Process Experts cs.LG · 2016 · author #4
  58. Data-Driven Online Decision Making with Costly Information Acquisition stat.ML · 2016 · author #2
  59. ConfidentCare: A Clinical Decision Support System for Personalized Breast Cancer Screening cs.LG · 2016 · author #4
  60. Personalized Course Sequence Recommendations cs.CY · 2015 · author #3
  61. Adaptive Ensemble Learning with Confidence Bounds cs.LG · 2015 · author #3
  62. A Theory of Individualism, Collectivism and Economic Outcomes physics.soc-ph · 2015 · author #2
  63. A Micro-foundation of Social Capital in Evolving Social Networks cs.SI · 2015 · author #3
  64. From Acquaintances to Friends: Homophily and Learning in Networks physics.soc-ph · 2015 · author #1
  65. The user base dynamics of websites math.OC · 2015 · author #3
  66. Dynamic Network Formation with Foresighted Agents cs.GT · 2015 · author #2
  67. Predicting Grades cs.LG · 2015 · author #4
  68. Episodic Multi-armed Bandits cs.LG · 2015 · author #2
  69. Evolution of Social Networks: A Microfounded Model cs.SI · 2015 · author #3
  70. Reputational Learning and Network Dynamics q-fin.EC · 2015 · author #2
  71. Efficient Interference Management Policies for Femtocell Networks cs.IT · 2015 · author #3
  72. Global Bandits cs.LG · 2015 · author #3
  73. Self-organizing Networks of Information Gathering Cognitive Agents cs.SI · 2015 · author #3
  74. Contextual Online Learning for Multimedia Content Aggregation cs.MM · 2015 · author #2
  75. Information-Sharing over Adaptive Networks with Self-interested Agents cs.MA · 2014 · author #2
  76. Towards a Theory of Societal Co-Evolution: Individualism versus Collectivism cs.SI · 2014 · author #3
  77. Distributed Interference Management Policies for Heterogeneous Small Cell Networks cs.IT · 2014 · author #3
  78. Jamming Bandits cs.IT · 2014 · author #3
  79. Incentive Design in Peer Review: Rating and Repeated Endogenous Matching cs.GT · 2014 · author #3
  80. Global Bandits with Holder Continuity cs.LG · 2014 · author #3
  81. A Dynamic Network Formation Model for Understanding Bacterial Self-Organization into Micro-Colonies q-bio.PE · 2014 · author #4
  82. eTutor: Online Learning for Personalized Education cs.CY · 2014 · author #2
  83. Adaptive Prioritized Random Linear Coding and Scheduling for Layered Data Delivery from Multiple Servers cs.IT · 2014 · author #4
  84. Forecasting Popularity of Videos using Social Media cs.LG · 2014 · author #2
  85. Foresighted Demand Side Management cs.MA · 2014 · author #2
  86. Non-stationary Resource Allocation Policies for Delay-constrained Video Streaming: Application to Video over Internet-of-Things-enabled Networks cs.NI · 2014 · author #4
  87. Optimal Foresighted Multi-User Wireless Video cs.MM · 2013 · author #2
  88. Demand Side Management in Smart Grids using a Repeated Game Framework cs.SY · 2013 · author #3
  89. Dynamic Network Formation with Incomplete Information cs.SI · 2013 · author #2
  90. Socially-Optimal Design of Service Exchange Platforms with Imperfect Monitoring cs.GT · 2013 · author #2
  91. Incentive Design for Direct Load Control Programs cs.SY · 2013 · author #4
  92. Distributed Online Learning in Social Recommender Systems cs.SI · 2013 · author #3
  93. Information Sharing in Networks of Strategic Agents cs.GT · 2013 · author #3
  94. Designing Efficient Resource Sharing For Impatient Players Using Limited Monitoring cs.GT · 2013 · author #1
  95. Ensemble of Distributed Learners for Online Classification of Dynamic Data Streams cs.LG · 2013 · author #3
  96. Distributed Online Learning via Cooperative Contextual Bandits cs.LG · 2013 · author #2
  97. Decentralized Online Big Data Classification - a Bandit Framework cs.LG · 2013 · author #2
  98. Distributed Online Big Data Classification Using Context Information cs.LG · 2013 · author #2
  99. To Relay or Not to Relay: Learning Device-to-Device Relaying Strategies in Cellular Networks cs.GT · 2013 · author #5
  100. Energy-Efficient Nonstationary Spectrum Sharing cs.IT · 2012 · author #2
  101. Pricing and Intervention in Slotted-Aloha: Technical Report cs.GT · 2012 · author #4
  102. Designing Rating Systems to Promote Mutual Security for Interconnected Networks cs.GT · 2012 · author #3
  103. Designing Information Revelation and Intervention with an Application to Flow Control cs.GT · 2012 · author #5
  104. Entry and Spectrum Sharing Scheme Selection in Femtocell Markets cs.GT · 2012 · author #3
  105. Dynamic Spectrum Sharing Among Repeatedly Interacting Selfish Users With Imperfect Monitoring cs.IT · 2012 · author #2
  106. Social Norm Design for Information Exchange Systems with Limited Observations cs.GT · 2012 · author #2
  107. Markov Decision Process Based Energy-Efficient On-Line Scheduling for Slice-Parallel Video Decoders on Multicore Systems cs.MM · 2011 · author #5
  108. Repeated Games With Intervention: Theory and Applications in Communications cs.IT · 2011 · author #3
  109. Production and Network Formation Games with Content Heterogeneity cs.SI · 2011 · author #3
  110. Designing Practical Distributed Exchange for Online Communities cs.GT · 2011 · author #2
  111. Strategic Learning and Robust Protocol Design for Online Communities with Selfish Users cs.LG · 2011 · author #2
  112. Robust Stackelberg game in communication systems cs.IT · 2011 · author #2
  113. Reputation-based Incentive Protocols in Crowdsourcing Applications cs.AI · 2011 · author #2
  114. Intervention in Power Control Games With Selfish Users cs.IT · 2011 · author #3
  115. Robust Additively Coupled Games cs.GT · 2011 · author #3
  116. Transmitting important bits and sailing high radio waves: a decentralized cross-layer approach to cooperative video transmission cs.MM · 2011 · author #5
  117. Peer-to-Peer Multimedia Sharing based on Social Norms cs.MM · 2011 · author #2
  118. The Theory of Intervention Games for Resource Sharing in Wireless Communications cs.GT · 2011 · author #2
  119. Social Norms for Online Communities cs.SI · 2010 · author #3
  120. Designing Incentive Schemes Based on Intervention: The Case of Perfect Monitoring cs.GT · 2010 · author #2
  121. Designing Incentive Schemes Based on Intervention: The Case of Imperfect Monitoring cs.GT · 2010 · author #2
  122. Technology Choices and Pricing Policies in Public and Private Wireless Networks cs.GT · 2010 · author #3
  123. Fast Reinforcement Learning for Energy-Efficient Wireless Communications cs.LG · 2010 · author #2
  124. User Subscription, Revenue Maximization, and Competition in Communications Markets cs.GT · 2010 · author #3
  125. Structural Solutions to Dynamic Scheduling for Multimedia Transmission in Unknown Wireless Environments cs.MM · 2010 · author #2
  126. Intervention Mechanism Design for Networks With Selfish Users cs.GT · 2010 · author #2
  127. Reinforcement Learning in BitTorrent Systems cs.NI · 2010 · author #3
  128. Near-Optimal Deviation-Proof Medium Access Control Designs in Wireless Networks cs.NI · 2010 · author #3
  129. Structural Solutions For Additively Coupled Sum Constrained Games cs.GT · 2010 · author #2
  130. Adaptive MAC Protocols Using Memory for Networks with Critical Traffic cs.NI · 2010 · author #2
  131. Structure-Aware Stochastic Control for Transmission Scheduling cs.LG · 2010 · author #2
  132. Minimizing weighted sum download time for one-to-many file transfer in peer-to-peer networks cs.IT · 2010 · author #2
  133. Cognitive MAC Protocols Using Memory for Distributed Spectrum Sharing Under Limited Spectrum Sensing cs.NI · 2009 · author #2
  134. A Game Theoretic Analysis of Incentives in Content Production and Sharing over Peer-to-Peer Networks cs.NI · 2009 · author #2
  135. Media-TCP: A Quality-Centric TCP-Friendly Congestion Control for Multimedia Transmission cs.NI · 2009 · author #2
  136. Linearly Coupled Communication Games cs.GT · 2009 · author #2
  137. Online Reinforcement Learning for Dynamic Multimedia Systems cs.LG · 2009 · author #2
  138. Medium Access Control Protocols With Memory cs.NI · 2009 · author #2
  139. Structural Solutions for Cross-Layer Optimization of Wireless Multimedia Transmission cs.MM · 2009 · author #2
  140. Mission-Aware Medium Access Control in Random Access Networks cs.NI · 2009 · author #2
  141. A Systematic Framework for Dynamically Optimizing Multi-User Wireless Video Transmission cs.MM · 2009 · author #2
  142. Dynamic Conjectures in Random Access Networks Using Bio-inspired Learning cs.GT · 2009 · author #2
  143. Distributed Power Allocation in Multi-User Multi-Channel Relay Networks cs.IT · 2009 · author #2
  144. Decomposition Principles and Online Learning in Cross-Layer Optimization for Delay-Sensitive Applications cs.MM · 2008 · author #2
  145. Analytical Framework for Optimizing Weighted Average Download Time in Peer-to-Peer Networks cs.NI · 2008 · author #2
  146. Conjectural Equilibrium in Water-filling Games cs.GT · 2008 · author #2
  147. Stackelberg Contention Games in Multiuser Networks cs.GT · 2008 · author #2
  148. Decentralized Knowledge and Learning in Strategic Multi-user Communication cs.GT · 2008 · author #2
  149. A New Theoretic Foundation for Cross-Layer Optimization cs.NI · 2007 · author #2
  150. A New Perspective on Multi-user Power Control Games in Interference Channels cs.GT · 2007 · author #2
  151. Learning for Dynamic Bidding in Cognitive Radio Resources cs.LG · 2007 · author #2
  152. A Simple Characterization of Strategic Behaviors in Broadcast Channels cs.IT · 2007 · author #2

Mentions

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Frequent Coauthors