Kartik Sreenivasan
7 papers · 2020–2025 · 3 venues · across top CS/AI venues
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Achievements
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🌉 Interdisciplinary Bridge · Bronze 🏃 Academic Marathon · Sprint 🗺️ Taxonomy Completionist (22) 🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Bronze
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Topic Evolution
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Unstoppable · Bronze
Venues
Top co-authors
Research topics
Machine Learning
(6)
Artificial Intelligence
(4)
Deep Learning
(4)
Application Areas
(3)
Architectures
(3)
Core AI
(3)
Optimization & Theory · Machine Learning
(3)
Natural Language Processing
(2)
Generation
(2)
Learning Paradigms · Artificial Intelligence
(2)
Learning Types · Machine Learning
(2)
Techniques
(2)
Learning Paradigms · Machine Learning
(1)
Learning Types · Deep Learning
(1)
Optimization & Theory · Deep Learning
(1)
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)
downstream task
(1)
next-token prediction
(1)
sparse training
(1)
data pruning
(1)
weight quantization
(1)
subnetwork extraction
(1)
language model pretraining
(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
NeurIPS 2023
Finding Nearly Everything within Random Binary Networks
AISTATS 2022
Rare Gems: Finding Lottery Tickets at Initialization
NeurIPS 2022
An Exponential Improvement on the Memorization Capacity of Deep Threshold Networks
NeurIPS 2021
Attack of the Tails: Yes, You Really Can Backdoor Federated Learning
NeurIPS 2020