Rishi Saket
11 papers · 2018–2025 · 5 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (16) π Conference Polyglot Β· Silver π Academic Marathon Β· Sprint π Keyword Champion
ποΈ
Keyword Collector
(51)
π₯
Unstoppable Β· Bronze
β‘
Prolific Year Β· Productive
π
Century Club Β· Bronze
Venues
Top co-authors
Research topics
Keywords
learning from label proportion
(6)
multiple instance regression
(3)
multiple instance learning
(3)
generalization bound
(2)
weakly supervised learning
(2)
linear threshold function
(2)
label proportion
(2)
aggregate label
(2)
pac learning
(1)
generalization error
(1)
preference optimization
(1)
halfspace learning
(1)
domain adaptation
(1)
learning algorithm
(1)
generalized linear model
(1)
covariate shift
(1)
classifier optimization
(1)
gaussian distribution
(1)
reinforcement learning from human feedback
(1)
weak learner
(1)
Papers
Aggregating Data for Optimal Learning
UAI 2025
FRACTAL: Fine-Grained Scoring from Aggregate Text Labels
ACL 2025
Learning Algorithms for Multiple Instance Regression
UAI 2025
Learning from Label Proportions and Covariate-shifted Instances
UAI 2025
Weak to Strong Learning from Aggregate Labels
UAI 2025
Generalization and Learnability in Multiple Instance Regression
UAI 2024
PAC Learning Linear Thresholds from Label Proportions
NeurIPS 2023
Algorithms and Hardness for Learning Linear Thresholds from Label Proportions
NeurIPS 2022
On Combining Bags to Better Learn from Label Proportions
AISTATS 2022
Learnability of Linear Thresholds from Label Proportions
NeurIPS 2021
Hardness of Learning Noisy Halfspaces using Polynomial Thresholds
COLT 2018