Unique Subedi

31 papers A* 8B 3Journal 19Unranked 1
YearRankTypeTitle / Venue / Authors
2025 B conf
A Unified Theory of Supervised Online Learnability.
ALT
Vinod Raman, Unique Subedi, Ambuj Tewari
2025 J jnl
Controlling Statistical, Discretization, and Truncation Errors in Learning Fourier Linear Operators.
Trans. Mach. Learn. Res.
Unique Subedi, Ambuj Tewari
2025 J jnl
Learning to Choose or Choosing to Learn: Best-of-N vs. Supervised Fine-Tuning for Bit String Generation.
CoRR
Seamus Somerstep, Vinod Raman, Unique Subedi, Yuekai Sun
2025 A* conf
On the Benefits of Active Data Collection in Operator Learning.
ICML
Unique Subedi, Ambuj Tewari
2025 J jnl
Operator Learning for Schrödinger Equation: Unitarity, Error Bounds, and Time Generalization.
CoRR
Yash P. Patel, Unique Subedi, Ambuj Tewari
2025 J jnl
Operator Learning: A Statistical Perspective.
CoRR
Unique Subedi, Ambuj Tewari
2025 — conf
The Complexity of Sequential Prediction in Dynamical Systems.
L4DC
Vinod Raman, Unique Subedi, Ambuj Tewari
2024 J jnl
A Characterization of Multioutput Learnability.
J. Mach. Learn. Res.
Vinod Raman, Unique Subedi, Ambuj Tewari
2024 A* conf
Apple Tasting: Combinatorial Dimensions and Minimax Rates.
COLT
Vinod Raman, Unique Subedi, Ananth Raman, Ambuj Tewari
2024 J jnl
Error Bounds for Learning Fourier Linear Operators.
CoRR
Unique Subedi, Ambuj Tewari
2024 B conf
Multiclass Online Learnability under Bandit Feedback.
ALT
Ananth Raman, Vinod Raman, Unique Subedi, Idan Mehalel, Ambuj Tewari
2024 A* conf
Multiclass Transductive Online Learning.
NeurIPS
Steve Hanneke, Vinod Raman, Amirreza Shaeiri, Unique Subedi
2024 J jnl
Multiclass Transductive Online Learning.
CoRR
Steve Hanneke, Vinod Raman, Amirreza Shaeiri, Unique Subedi
2024 J jnl
On the Benefits of Active Data Collection in Operator Learning.
CoRR
Unique Subedi, Ambuj Tewari
2024 B conf
Online Infinite-Dimensional Regression: Learning Linear Operators.
ALT
Unique Subedi, Vinod Raman, Ambuj Tewari
2024 A* conf
Online Learning with Set-valued Feedback.
COLT
Vinod Raman, Unique Subedi, Ambuj Tewari
2024 A* conf
Smoothed Online Classification can be Harder than Batch Classification.
NeurIPS
Vinod Raman, Unique Subedi, Ambuj Tewari
2024 J jnl
Smoothed Online Classification can be Harder than Batch Classification.
CoRR
Vinod Raman, Unique Subedi, Ambuj Tewari
2024 J jnl
The Complexity of Sequential Prediction in Dynamical Systems.
CoRR
Vinod Raman, Unique Subedi, Ambuj Tewari
2023 J jnl
A Characterization of Multilabel Learnability.
CoRR
Vinod Raman, Unique Subedi, Ambuj Tewari
2023 J jnl
A Characterization of Online Multiclass Learnability.
CoRR
Vinod Raman, Unique Subedi, Ambuj Tewari
2023 J jnl
A Combinatorial Characterization of Online Learning Games with Bounded Losses.
CoRR
Vinod Raman, Unique Subedi, Ambuj Tewari
2023 J jnl
Multiclass Online Learnability under Bandit Feedback.
CoRR
Ananth Raman, Vinod Raman, Unique Subedi, Ambuj Tewari
2023 A* conf
Multiclass Online Learning and Uniform Convergence.
COLT
Steve Hanneke, Shay Moran, Vinod Raman, Unique Subedi, Ambuj Tewari
2023 A* conf
On Proper Learnability between Average- and Worst-case Robustness.
NeurIPS
Vinod Raman, Unique Subedi, Ambuj Tewari
2023 A* conf
On the Learnability of Multilabel Ranking.
NeurIPS
Vinod Raman, Unique Subedi, Ambuj Tewari
2023 J jnl
On the Learnability of Multilabel Ranking.
CoRR
Vinod Raman, Unique Subedi, Ambuj Tewari
2023 J jnl
Online Infinite-Dimensional Regression: Learning Linear Operators.
CoRR
Vinod Raman, Unique Subedi, Ambuj Tewari
2023 J jnl
Online Learning with Set-Valued Feedback.
CoRR
Vinod Raman, Unique Subedi, Ambuj Tewari
2023 J jnl
Revisiting the Learnability of Apple Tasting.
CoRR
Vinod Raman, Unique Subedi, Ananth Raman, Ambuj Tewari
2022 J jnl
Probabilistically Robust PAC Learning.
CoRR
Vinod Raman, Unique Subedi, Ambuj Tewari