Alex Smola
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
11
Venues
6
Active years
2018–2025
Best venue rank
A*
Where they publish
Papers
11 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2025 | ICLR | L3Ms - Lagrange Large Language Models. | Guneet S. Dhillon, Xingjian Shi, Yee Whye Teh, Alex Smola |
| 2024 | ICLR | Time-Varying Propensity Score to Bridge the Gap between the Past and Present. | Rasool Fakoor, Jonas Mueller, Zachary Chase Lipton, Pratik Chaudhari, Alex Smola |
| 2023 | EMNLP | A Cheaper and Better Diffusion Language Model with Soft-Masked Noise. | Jiaao Chen, Aston Zhang, Mu Li, Alex Smola, Diyi Yang |
| 2023 | ICLR | Automatic Chain of Thought Prompting in Large Language Models. | Zhuosheng Zhang, Aston Zhang, Mu Li, Alex Smola |
| 2023 | ICLR | Parameter-Efficient Fine-Tuning Design Spaces. | Jiaao Chen, Aston Zhang, Xingjian Shi, Mu Li, Alex Smola, Diyi Yang |
| 2023 | ICML | RLSbench: Domain Adaptation Under Relaxed Label Shift. | Saurabh Garg, Nick Erickson, James Sharpnack, Alex Smola, Sivaraman Balakrishnan, Zachary Chase Lipton |
| 2020 | SIGMOD | Elastic Machine Learning Algorithms in Amazon SageMaker. | Edo Liberty, Zohar S. Karnin, Bing Xiang, Laurence Rouesnel, Baris Coskun, Ramesh Nallapati, Julio Delgado, Amir Sadoughi, Yury Astashonok, Piali Das, Can Balioglu, Saswata Chakravarty, Madhav Jha, Philip Gautier, David Arpin, Tim Januschowski, Valentin Flunkert, Yuyang Wang, Jan Gasthaus, Lorenzo Stella, Syama Sundar Rangapuram, David Salinas, Sebastian Schelter, Alex Smola |
| 2019 | ICDM | Recognizing Variables from Their Data via Deep Embeddings of Distributions. | Jonas Mueller, Alex Smola |
| 2019 | ICML | Deep Factors for Forecasting. | Yuyang Wang, Alex Smola, Danielle C. Maddix, Jan Gasthaus, Dean P. Foster, Tim Januschowski |
| 2018 | ICLR | Go for a Walk and Arrive at the Answer: Reasoning Over Paths in Knowledge Bases using Reinforcement Learning. | Rajarshi Das, Shehzaad Dhuliawala, Manzil Zaheer, Luke Vilnis, Ishan Durugkar, Akshay Krishnamurthy, Alex Smola, Andrew McCallum |
| 2018 | KDD | Algorithms, Data, Hardware and Tools: A Perfect Storm. | Alex Smola |