conftrace_

Krishnamurthy Dj Dvijotham

14 papers · 2022–2025 · 4 conferences · across top CS/AI conferences

Achievements

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🌈 Renaissance Researcher (5) 🐝 Cross-Pollinator (15) 🌍 Conference Polyglot (4) 🌉 Interdisciplinary Bridge 👥 Mega-Team (39)

⚡ Prolific Year (8) 💎 Century Club (14)

Conferences

ICLR (8) ICML (4) AISTATS (1) CVPR (1)

Top co-authors

Deepak Ramachandran (2) Nicholas Carlini (2) Ali Taylan Cemgil (2) M. Pawan Kumar (2) Thomas Steinke (2) Abhradeep Guha Thakurta (2) Rudy R Bunel (2) Florian Tramer (2) Marco Pedersoli (1) Aarash Feizi (1)

Keywords

multimodal learning (1) text-to-image generation (1) reinforcement learning from human feedback (1) human feedback (1) reward model (1) multimodal transformer (1)

Papers

Keeping up with dynamic attackers: Certifying robustness to adaptive online data poisoning AISTATS 2025 BigDocs: An Open Dataset for Training Multimodal Models on Document and Code Tasks ICLR 2025 Monotone, Bi-Lipschitz, and Polyak-Łojasiewicz Networks ICML 2024 Rich Human Feedback for Text-to-Image Generation CVPR 2024 Correlated Noise Provably Beats Independent Noise for Differentially Private Learning ICLR 2024 Private Gradient Descent for Linear Regression: Tighter Error Bounds and Instance-Specific Uncertainty Estimation ICML 2024 Stealing part of a production language model ICML 2024 Efficient Error Certification for Physics-Informed Neural Networks ICML 2024 Expressive Losses for Verified Robustness via Convex Combinations ICLR 2024 Confidence-aware Reward Optimization for Fine-tuning Text-to-Image Models ICLR 2024 (Certified!!) Adversarial Robustness for Free! ICLR 2023 Pushing the Accuracy-Group Robustness Frontier with Introspective Self-play ICLR 2023 A Fine-Grained Analysis on Distribution Shift ICLR 2022 Learning Optimal Conformal Classifiers ICLR 2022