| MEASURING DATA LEAKAGE IN MACHINE-LEARNING MODELS WITH FISHER INFORMATION
|
2022 |
Hannun, Awni |
| APPROXIMATION ALGORITHM FOR SUBMODULAR MAXIMIZATION UNDER SUBMODULAR COVER
|
2022 |
Ohsaka, Naoto |
| NATURAL LANGUAGE ADVERSARIAL DEFENSE THROUGH SYNONYM ENCODING
|
2022 |
Wang, Xiaosen |
| DEPENDENCY IN DAG MODELS WITH HIDDEN VARIABLES
|
2022 |
Evans, Robin J. |
| IDENTIFYING UNTRUSTWORTHY PREDICTIONS IN NEURAL NETWORKS BY GEOMETRIC GRADIENT ANALYSIS
|
2022 |
Schwinn, Leo |
| SUBSEASONAL CLIMATE PREDICTION IN THE WESTERN US USING BAYESIAN SPATIAL MODELS
|
2022 |
Srinivasan, Vishwak |
| ESTIMATING TREATMENT EFFECTS WITH OBSERVED CONFOUNDERS AND MEDIATORS
|
2022 |
Gupta, Shantanu |
| PROBABILISTIC SELECTION OF INDUCING POINTS IN SPARSE GAUSSIAN PROCESSES
|
2022 |
Uhrenholt, Anders Kirk |
| HIERARCHICAL INFINITE RELATIONAL MODEL
|
2022 |
Saad, Feras A. |
| LEARNING PROPOSALS FOR PROBABILISTIC PROGRAMS WITH INFERENCE COMBINATORS
|
2022 |
Stites, Sam |
| PRINCIPAL COMPONENT ANALYSIS IN THE STOCHASTIC DIFFERENTIAL PRIVACY MODEL
|
2022 |
Shang, Fanhua |
| SPARSE LINEAR NETWORKS WITH A FIXED BUTTERFLY STRUCTURE: THEORY AND PRACTICE
|
2022 |
Ailon, Nir |
| TESTIFICATION OF CONDORCET WINNERS IN DUELING BANDITS
|
2022 |
Haddenhorst, Björn |
| CLASSIFICATION WITH ABSTENTION BUT WITHOUT DISPARITIES
|
2022 |
Schreuder, Nicolas |
| INFERENCE OF CAUSAL EFFECTS WHEN CONTROL VARIABLES ARE UNKNOWN
|
2022 |
Hult, Ludvig |
| PLSO: A GENERATIVE FRAMEWORK FOR DECOMPOSING NONSTATIONARY TIMESERIES INTO PIECEWISE STATIONARY OSCILLATORY COMPONENTS
|
2022 |
Song, Andrew H. |
| POST-HOC LOSS-CALIBRATION FOR BAYESIAN NEURAL NETWORKS
|
2022 |
Vadera, Meet P. |
| CAUSAL AND INTERVENTIONAL MARKOV BOUNDARIES
|
2022 |
Triantafillou, Sofia |
| WHEN IS PARTICLE FILTERING EFFICIENT FOR PLANNING IN PARTIALLY OBSERVED LINEAR DYNAMICAL SYSTEMS?
|
2022 |
Du, Simon S. |
| PROBABILISTIC TASK MODELLING FOR META-LEARNING
|
2022 |
Nguyen, Cuong C. |
Tag hinzufügen