Rishi Saket
11 papers · 2018–2025 · 5 conferences · across top CS/AI conferences
Achievements
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🌍 Conference Polyglot (5) 🌉 Interdisciplinary Bridge 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (8) 🏃 Academic Marathon (7)
🧭
Keyword Pioneer
🏆
Keyword Champion
(3)
🔥
Unstoppable
(5)
💎
Century Club
(11)
⚡
Prolific Year
(5)
Conferences
UAI (5)
NIPS (3)
ACL (1)
AISTATS (1)
COLT (1)
Top co-authors
Keywords
learning from label proportion
(3)
label proportion
(2)
weakly supervised learning
(2)
linear threshold function
(2)
language model alignment
(1)
reinforcement learning from human feedback
(1)
multiple instance learning
(1)
halfspace learning
(1)
generalization bound
(1)
approximation algorithm
(1)
gaussian distribution
(1)
classifier optimization
(1)
proper learning
(1)
bag distribution
(1)
generalized bag
(1)
adversarial noise
(1)
fine-grained scoring
(1)
span-level feedback
(1)
polynomial threshold function
(1)
computational hardness
(1)
Papers
Weak to Strong Learning from Aggregate Labels
UAI 2025
FRACTAL: Fine-Grained Scoring from Aggregate Text Labels
ACL 2025
Learning from Label Proportions and Covariate-shifted Instances
UAI 2025
Aggregating Data for Optimal Learning
UAI 2025
Learning Algorithms for Multiple Instance Regression
UAI 2025
Generalization and Learnability in Multiple Instance Regression
UAI 2024
PAC Learning Linear Thresholds from Label Proportions
NIPS 2023
Algorithms and Hardness for Learning Linear Thresholds from Label Proportions
NIPS 2022
On Combining Bags to Better Learn from Label Proportions
AISTATS 2022
Learnability of Linear Thresholds from Label Proportions
NIPS 2021
Hardness of Learning Noisy Halfspaces using Polynomial Thresholds
COLT 2018