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HumanML · Human-Centric Machine Learning

cordis:945719

Human-Centric Machine Learning

Entity type · ProjectPublic dossier · indexable26 Sept 2026, 10:35

Identity extends only as far as the published stable identifier or explicit mapping. Similar names are not merged. Missing links mean not observed in the bounded sources—not absent in reality.

identity ≠ name similarity · edge ≠ causality

50direct evidenced connections

50exact-identifier edges

51referenced source snapshots

7published attributes

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Exact identifieredge:project-output:945719:03dc24015e063ff85ea6d420

Relationshiphas_observed_output

Research outputPrediction-Powered Ranking of Large Language Models

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Exact identifieredge:project-output:945719:06037f08c92bc9de5171c220

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Research outputCounterfactual Token Generation in Large Language Models

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Exact identifieredge:project-output:945719:098bf68013bf21d80552f376

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Research outputIs Your LLM Overcharging You? Tokenization, Transparency, and Incentives

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Exact identifieredge:project-output:945719:09a31d91154676b4a21219d2

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Research outputDefense coordination in security games: Equilibrium analysis and mechanism design

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Exact identifieredge:project-output:945719:0f551273a8a4f58b78381fb9

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Research outputPooled testing of traced contacts under superspreading dynamics

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Exact identifieredge:project-output:945719:12b1980c5f735fe067816ee4

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Research outputMatchings, Predictions and Counterfactual Harm in Refugee Resettlement Processes

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Exact identifieredge:project-output:945719:17b4477226c13ca74efe924f

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Research outputTowards a computational model of responsibility judgments in sequential human-AI collaboration Doctoral Researcher AI Research Scientist Intern Assistant Professor Postdoctoral Associate

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Exact identifieredge:project-output:945719:18ee6309d902eb7a71c13b48

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Research outputDesigning Decision Support Systems Using Counterfactual Prediction Sets

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Exact identifieredge:project-output:945719:1c0c3df9656495501fde4480

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Research outputRestless reachability problems in temporal graphs

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Exact identifieredge:project-output:945719:2c94ba910ed9d4ff9ef3df6c

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Research outputLearning to Switch Among Agents in a Team via 2-Layer Markov Decision Processes

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Exact identifieredge:project-output:945719:312f102dfb92300f2b9a9360

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Research outputHuman-Alignment Influences the Utility of AI-assisted Decision Making

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Exact identifieredge:project-output:945719:363935185a99f0eeee217dff

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Research outputLearning to Switch Among Agents in a Team via 2-Layer Markov Decision Processes

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Exact identifieredge:project-output:945719:3870e0751c8fd49747984f35

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Research outputEvaluation of Large Language Models via Coupled Token Generation

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Exact identifieredge:project-output:945719:3f23bc664fa68063047d0538

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Research outputImproving Expert Predictions with Conformal Prediction

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Exact identifieredge:project-output:945719:3fa655b2b63e7ca484d29b1d

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Research outputLarge-scale randomized experiments reveals that machine learning-based instruction helps people memorize more effectively

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Exact identifieredge:project-output:945719:42f9882eef8fddfccaa4c3d9

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Research outputHuman-alignment Influences the Utility of AI-assisted Decision Making

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Exact identifieredge:project-output:945719:4324c0ed8989500bf9c2c4c5

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Research outputCounterfactual Explanations in Sequential Decision Making Under Uncertainty

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Exact identifieredge:project-output:945719:489f36c47479ac80fd9f1a09

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Research outputBridging Machine Learning and Mechanism Design towards Algorithmic Fairness

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Exact identifieredge:project-output:945719:4e75ac2228c649761065115c

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Research outputMarkov Decision Processes with Time-Varying Geometric Discounting

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Exact identifieredge:project-output:945719:594bbf86cb85abaf14c0b990

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Research outputImproving Screening Processes via Calibrated Subset Selection

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Exact identifieredge:project-output:945719:61cc1ee61eeb0ae49f7ee189

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Research outputCounterfactual Inference of Second Opinions

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Exact identifieredge:project-output:945719:67303cfa51a9414d1c69a1b7

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Research outputOn the Within-Group Discrimination of Screening Classifiers.

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Exact identifieredge:project-output:945719:6e365ac5b0f3c79dba00a644

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Research outputFair Clustering for Data Summarization: Improved Approximation Algorithms and Complexity Insights

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Exact identifieredge:project-output:945719:783f5b068538af85ec2eb3e4

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Research outputOptimally Deceiving a Learning Leader in Stackelberg Games

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Exact identifieredge:project-output:945719:799418d10c905a076202e9df

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Research outputBayesian Persuasion in Sequential Decision-Making

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Exact identifieredge:project-output:945719:7d6e348385b04afe6b6750c4

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Research outputDifferentiable Learning Under Triage

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Exact identifieredge:project-output:945719:86da4a4719c1e3823e49ad0c

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Research outputTowards a computational model of responsibility judgments in sequential human-AI collaboration

cordis_project_code

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Exact identifieredge:project-output:945719:90f4a89d31c9f4bade207959

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Research outputBudget-feasible Maximum Nash Social Welfare is Almost Envy-free

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Exact identifieredge:project-output:945719:9263c7473a8584cea4648cc7

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Research outputHuman-Aligned Calibration for AI-Assisted Decision Making

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Exact identifieredge:project-output:945719:9657f53c8390a40b8d0d328f

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Research outputCounterfactual Temporal Point Processes

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Exact identifieredge:project-output:945719:a536b48df7a1c6d8e9a45e26

Relationshiphas_observed_output

Research outputCounterfactual Temporal Point Processes

cordis_project_code

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Exact identifieredge:project-output:945719:b089bc5d64ae6e8212712c9f

Relationshiphas_observed_output

Research outputCounterfactual Inference of Second Opinions

cordis_project_code

No additional excerpt published.

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Exact identifieredge:project-output:945719:b8915ff980cd09cc22c0c25f

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Research outputDifferentiable Learning Under Triage

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Exact identifieredge:project-output:945719:be433b7af127a35c4cc51696

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Research outputCanonical Autoregressive Generation

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Exact identifieredge:project-output:945719:c6d2975b1905186b9e537dc4

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Research outputImproving Screening Processes via Calibrated Subset Selection

cordis_project_code

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Exact identifieredge:project-output:945719:c7b63b581e5b3b33d84a2d69

Relationshiphas_observed_output

Research outputProvably Improving Expert Predictions with Prediction Sets

cordis_project_code

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Exact identifieredge:project-output:945719:c8b35438cc3b2c233193c61a

Relationshiphas_observed_output

Research outputCounterfactual Explanations in Sequential Decision Making Under Uncertainty

cordis_project_code

No additional excerpt published.

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Exact identifieredge:project-output:945719:c8c0b2c82fbbfbe877c4365a

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Research outputFinding Counterfactually Optimal Action Sequences in Continuous State Spaces

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Exact identifieredge:project-output:945719:d0f6fe92f4a198dc474afa4d

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Research outputClassification Under Human Assistance

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Exact identifieredge:project-output:945719:d1bc1e976350cdbfc62d3f2b

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Research outputQuantifying the Effects of Contact Tracing, Testing, and Containment Measures in the Presence of Infection Hotspots

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Exact identifieredge:project-output:945719:df47f768f11e4cfb25b1895d

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Research outputAdmissible Policy Teaching through Reward Design

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Exact identifieredge:project-output:945719:e397d5275576cdb4ab020c3d

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Research outputDesigning Decision Support Systems Using Counterfactual Prediction Sets

cordis_project_code

No additional excerpt published.

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Exact identifieredge:project-output:945719:e9da1394afadf313144dd7ab

Relationshiphas_observed_output

Research outputLearning to Switch Among Agents in a Team via 2-Layer Markov Decision Processes

cordis_project_code

No additional excerpt published.

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Exact identifieredge:project-output:945719:ea9d55bf1e53a9cd79f6eb18

Relationshiphas_observed_output

Research outputOn the Within-Group Fairness of Screening Classifiers

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Exact identifieredge:project-output:945719:ecb2b40a625f17e30a8ece11

Relationshiphas_observed_output

Research outputFinding Counterfactually Optimal Action Sequences in Continuous State Spaces

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Exact identifieredge:project-output:945719:ed74f2abc0de03f9908f129f

Relationshiphas_observed_output

Research outputArtificial intelligence for modelling infectious disease epidemics

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Exact identifieredge:project-output:945719:eff21ff746b7821f4a38ef65

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Research outputControlling Counterfactual Harm in Decision Support Systems Based on Prediction Sets

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Exact identifieredge:project-output:945719:f11f6d932b788de7e17c21a4

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Research outputCounterfactual Temporal Point Processes

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Exact identifieredge:project-output:945719:ff2deb796a1087b5e19a9d18

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Research outputHuman-aligned Calibration for AI-assisted Decision Making

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Exact identifierclaim:funding:945719:999990267

Relationshipparticipates_in

ActorMAX-PLANCK-GESELLSCHAFT ZUR FORDERUNG DER WISSENSCHAFTEN EV

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PUBLISHED ATTRIBUTES

Fields retained with this identity

Attributes are descriptive source fields. They do not create cross-dataset identity unless an edge states that join explicitly.

Acronym: HumanML
Code: 945719
End Date: 2025-10-31
Framework Programme: H2020
Funding: Currency: EUR · German Net Eu Contribution Cents: 149500000 · Participant Edge Count: 1 · Status: linked
Research: Citation Data Output Count: 50 · Cited Output Count: 31 · First Publication Date: 2020-01-01 · Last Publication Date: 2025-06-06 · Open Access Output Count: 50 · Output Count: 50 · Status: linked · Total Citations: 370
Start Date: 2020-11-01

PROVENANCE

Inspect the source snapshots

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german-ai-innovation-pathcordis:945719 · cordis_project_id

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german-ai-research-to-transfer-index945719:output:03dc24015e063ff85ea6d420 · cordis_project_code

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german-ai-innovation-pathcordis:945719:participant:999990267 · cordis_project_code_and_participant_pic

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