Sotabase

Career

· PhD Student, UC Berkeley2021–
· Researcher, Microsoft Research2018–
· Researcher in Program Synthesis, Machine Learning, Reinforcement Learning, UC Berkeley

Publications (34)

Automated Correction for Syntax Errors in Programming Assignments using Recurrent Neural Networks
arXiv.org · 2016
120
cited
Real-World Experience With Ceftazidime-Avibactam for Multidrug-Resistant Gram-Negative Bacterial Infections
Open Forum Infectious Diseases · 2019
105
cited
Neuro-Symbolic Program Corrector for Introductory Programming Assignments
International Conference on Software Engineering · 2018
94
cited
Daptomycin plus beta-lactam combination therapy for methicillin-resistant Staphylococcus aureus bloodstream infections: a retrospective, comparative cohort study.
Clinical Infectious Diseases · 2020
67
cited
Sequential intravenous-to-oral outpatient antibiotic therapy for MRSA bacteraemia: one step closer
Journal of Antimicrobial Chemotherapy · 2018
43
cited
Real-World Experience with Ceftolozane-Tazobactam for Multidrug-Resistant Gram-Negative Bacterial Infections
Antimicrobial Agents and Chemotherapy · 2020
37
cited
A Multicenter Evaluation of Vancomycin-Associated Acute Kidney Injury in Hospitalized Patients with Acute Bacterial Skin and Skin Structure Infections
Infectious Disease and Therapy · 2020
31
cited
Verified Code Transpilation with LLMs
Neural Information Processing Systems · 2024
27
cited
Evaluation of the INCREMENT-CPE, Pitt Bacteremia and qPitt Scores in Patients with Carbapenem-Resistant Enterobacteriaceae Infections Treated with Ceftazidime–Avibactam
Infectious Disease and Therapy · 2020
22
cited
Multicenter Cohort Study of Ceftaroline Versus Daptomycin for Treatment of Methicillin-Resistant Staphylococcus aureus Bloodstream Infection
Open Forum Infectious Diseases · 2021
21
cited
Building Code Transpilers for Domain-Specific Languages Using Program Synthesis (Experience Paper)
European Conference on Object-Oriented Programming · 2023
17
cited
The Impact of Concomitant Empiric Cefepime on Patient Outcomes of Methicillin-Resistant Staphylococcus aureus Bloodstream Infections Treated With Vancomycin
Open Forum Infectious Diseases · 2019
17
cited
Combination Vancomycin/Cefazolin (VAN/CFZ) for Methicillin-Resistant Staphylococcus aureus (MRSA) Bloodstream Infections (BSI)
Open Forum Infectious Diseases · 2017
15
cited
LLM-Aided Compilation for Tensor Accelerators
2024 IEEE LLM Aided Design Workshop (LAD) · 2024
11
cited
Synthetic Programming Elicitation for Text-to-Code in Very Low-Resource Programming and Formal Languages
Neural Information Processing Systems · 2024
11
cited
Diagnostic Stewardship: A Clinical Decision Rule for Blood Cultures in Community-Onset Methicillin-Resistant Staphylococcus aureus (MRSA) Skin and Soft Tissue Infections
Infectious Disease and Therapy · 2019
8
cited
Tenspiler: A Verified Lifting-Based Compiler for Tensor Operations
Dagstuhl Artifacts Ser. · 2024
7
cited
2250. Combination Vancomycin Plus Cefazolin for Methicillin-Resistant Staphylococcus aureus Bloodstream Infections
Open Forum Infectious Diseases · 2019
6
cited
Withdrawn as Duplicate: The Impact of Concomitant Empiric Cefepime on Patient Outcomes of Methicillin-Resistant Staphylococcus aureus Bloodstream Infections Treated With Vancomycin
Open Forum Infectious Diseases · 2019
6
cited
A new simplified predictive model for mortality in methicillin-resistant Staphylococcus aureus bacteremia
European Journal of Clinical Microbiology and Infectious Diseases · 2019
5
cited
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Sahil Bhatia | Researcher Profile | Sotabase | Sotabase