Siddhartha Jain
8 papers · 2019–2026 · 6 venues · across top CS/AI venues
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🐣 Hot Topic Early Bird 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (27) 🌍 Conference Polyglot · Silver
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Research topics
Machine Learning
(6)
Artificial Intelligence
(5)
Core AI
(4)
Learning Types · Machine Learning
(4)
Deep Learning
(3)
Application Areas
(3)
Natural Language Processing
(2)
Models
(2)
Optimization & Theory
(2)
Computer Vision
(1)
Analysis
(1)
Core Methods
(1)
Generation
(1)
Learning Paradigms
(1)
Learning Types · Deep Learning
(1)
Keywords
large language model
(4)
code generation
(2)
code completion
(1)
text generation
(1)
adversarial training
(1)
feature attribution
(1)
model interpretability
(1)
bayesian optimization
(1)
convolutional neural network
(1)
local explanation
(1)
out-of-distribution detection
(1)
uncertainty estimation
(1)
evaluation benchmark
(1)
model explanation
(1)
multi-agent debate
(1)
token probability
(1)
uncertainty calibration
(1)
black-box model
(1)
deep ensemble
(1)
few-shot prompting
(1)
Papers
Scaling Test-Time Compute to Achieve IOI Gold Medal with Open-Weight Models
ACL 2026
LiveBench: A Challenging, Contamination-Limited LLM Benchmark
ICLR 2025
Lightweight reranking for language model generations
ACL 2024
Reasoning in Token Economies: Budget-Aware Evaluation of LLM Reasoning Strategies
EMNLP 2024
Multi-lingual Evaluation of Code Generation Models
ICLR 2023
Overinterpretation reveals image classification model pathologies
NeurIPS 2021
Maximizing Overall Diversity for Improved Uncertainty Estimates in Deep Ensembles
AAAI 2020
What made you do this? Understanding black-box decisions with sufficient input subsets
AISTATS 2019