Kartik Sreenivasan
7 papers · 2020–2025 · 3 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (15) π Academic Marathon (5) π Conference Polyglot (3) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (18)
π§
Keyword Pioneer
π£
Hot Topic Early Bird
π₯
Unstoppable
(6)
Conferences
NIPS (4)
ICLR (2)
AISTATS (1)
Top co-authors
Keywords
neural network pruning
(2)
federated learning
(1)
learning theory
(1)
lottery ticket hypothesis
(1)
adversarial learning
(1)
model robustness
(1)
attention mechanism
(1)
adversarial machine learning
(1)
in-context learning
(1)
network pruning
(1)
neural network optimization
(1)
random networks
(1)
backdoor attack
(1)
sparse training
(1)
weight quantization
(1)
subnetwork extraction
(1)
compositional function
(1)
sparse subnetwork
(1)
edge-case backdoor
(1)
fairness implication
(1)
Papers
Perplexed by Perplexity: Perplexity-Based Data Pruning With Small Reference Models
ICLR 2025
Teaching Arithmetic to Small Transformers
ICLR 2024
Dissecting Chain-of-Thought: Compositionality through In-Context Filtering and Learning
NIPS 2023
Finding Nearly Everything within Random Binary Networks
AISTATS 2022
Rare Gems: Finding Lottery Tickets at Initialization
NIPS 2022
An Exponential Improvement on the Memorization Capacity of Deep Threshold Networks
NIPS 2021
Attack of the Tails: Yes, You Really Can Backdoor Federated Learning
NIPS 2020