Roy Adams
5 papers · 2016–2021 · 3 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
Jump to papers ↓+1 more ↓ Show less ↑
π Conference Polyglot Β· Bronze π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (12) π£ Hot Topic Early Bird
π§
Keyword Pioneer
Venues
Top co-authors
Research topics
Keywords
mobile health
(2)
measurement error
(2)
structured prediction
(1)
model robustness
(1)
noisy label learning
(1)
temporal reasoning
(1)
time series classification
(1)
multiple instance learning
(1)
dynamic programming
(1)
activity recognition
(1)
event detection
(1)
distribution shift
(1)
dataset shift
(1)
latent variable
(1)
causal effect
(1)
linear constraint
(1)
wearable sensor
(1)
partial identification
(1)
sensor data
(1)
conditional random field
(1)
Papers
Evaluating Model Robustness and Stability to Dataset Shift
AISTATS 2021
Partial Identifiability in Discrete Data with Measurement Error
UAI 2021
Learning Models from Data with Measurement Error: Tackling Underreporting
ICML 2019
Learning Time Series Detection Models from Temporally Imprecise Labels
AISTATS 2017
Hierarchical Span-Based Conditional Random Fields for Labeling and Segmenting Events in Wearable Sensor Data Streams
ICML 2016