Amartya Sanyal
@amartyasanyal.bsky.social
Assistant Professor @Dept. Of Computer Science, University of Copenhagen, Ex Postdoc @MPI-IS, ETHZ, PhD @University of Oxford, B.Tech @CSE,IITK.
Technically, we
1⃣ formalise the online learning unlearning (OLU) problem setting
2⃣ propose two styles of OLU algorithms
3⃣ In the Online Cvx Optimisation (OCO) framework, we nearly match the Regret guarantees of standard OCO without unlearning
1⃣ formalise the online learning unlearning (OLU) problem setting
2⃣ propose two styles of OLU algorithms
3⃣ In the Online Cvx Optimisation (OCO) framework, we nearly match the Regret guarantees of standard OCO without unlearning
May 15, 2025 at 3:47 PM
Technically, we
1⃣ formalise the online learning unlearning (OLU) problem setting
2⃣ propose two styles of OLU algorithms
3⃣ In the Online Cvx Optimisation (OCO) framework, we nearly match the Regret guarantees of standard OCO without unlearning
1⃣ formalise the online learning unlearning (OLU) problem setting
2⃣ propose two styles of OLU algorithms
3⃣ In the Online Cvx Optimisation (OCO) framework, we nearly match the Regret guarantees of standard OCO without unlearning
🚨New Paper: Online Learning and Unlearning 🚨
We look at learning and unlearning in the online setting where both learning and unlearning requests arrive continuously over time.
Lead by @yaxihu.bsky.social and joint work with Bernhard Schölkopf
arxiv.org/abs/2505.08557
We look at learning and unlearning in the online setting where both learning and unlearning requests arrive continuously over time.
Lead by @yaxihu.bsky.social and joint work with Bernhard Schölkopf
arxiv.org/abs/2505.08557
May 15, 2025 at 3:46 PM
🚨New Paper: Online Learning and Unlearning 🚨
We look at learning and unlearning in the online setting where both learning and unlearning requests arrive continuously over time.
Lead by @yaxihu.bsky.social and joint work with Bernhard Schölkopf
arxiv.org/abs/2505.08557
We look at learning and unlearning in the online setting where both learning and unlearning requests arrive continuously over time.
Lead by @yaxihu.bsky.social and joint work with Bernhard Schölkopf
arxiv.org/abs/2505.08557
Open Postdoctoral position in Privacy, unlearning, and Robustness in Machine Learning in University of Copenhagen to work with me!
Deadline: December 15th
If you want to spend a couple of years working on these exciting topics in beautiful Copenhagen, Apply here employment.ku.dk/all-vacancies/…
Deadline: December 15th
If you want to spend a couple of years working on these exciting topics in beautiful Copenhagen, Apply here employment.ku.dk/all-vacancies/…
November 19, 2024 at 8:29 AM
Open Postdoctoral position in Privacy, unlearning, and Robustness in Machine Learning in University of Copenhagen to work with me!
Deadline: December 15th
If you want to spend a couple of years working on these exciting topics in beautiful Copenhagen, Apply here employment.ku.dk/all-vacancies/…
Deadline: December 15th
If you want to spend a couple of years working on these exciting topics in beautiful Copenhagen, Apply here employment.ku.dk/all-vacancies/…